Edge AI: highly optimized AI engines to analyze text, image, video, sound and time series data. Detecting shapes & patterns. Advanced data analytics. Solutions for IoT/ edge, Cloud and on-premise configurations.
More: www.byteLAKE.com
byteLAKE's AI Products (use cases) (short)byteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive Maintenance | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
Benefits offered by byteLAKE’s Cognitive Services
Accelerate Data Analytics
- Processing data from various sources, including images, videos, and sensors.
Automate Quality Inspection
- Ensuring high accuracy in inspecting products and processes.
- Eliminating potential human errors for consistent and reliable results.
- Increasing overall quality and reliability.
Optimize Operations and Maintenance
- Reducing unnecessary inspections and lowering maintenance costs.
- Predicting potential failures and downtimes.
Continuous Monitoring
- Offering 24/7/365 monitoring without boredom or distraction.
- Offloading and supporting human operators.
Easy Replication
- Enabling quick deployment.
- Functioning offline without an internet connection.
Continuous Improvement
- The solution can learn and improve over time.
AI in Manufacturing - benefits
Enhanced Productivity
- Streamlining processes for increased productivity.
- Efficient resource allocation based on real-time data.
Customization and Adaptability
- Tailoring AI models to specific manufacturing requirements.
- Adapting to changing production needs seamlessly.
Reduced Downtime
- Minimizing production downtime through predictive maintenance.
- Optimizing machine uptime and reliability.
Data-Driven Decision-Making
- Empowering decision-makers with actionable insights.
- Enabling data-driven strategies for process improvement.
Consistent Quality Control Across the Organization
- Ensuring consistent product quality throughout the production process.
- Meeting industry standards and regulations effortlessly.
Licensing & Cost of Deployment
Cognitive Services
Licensing (annual)
- Annual/monthly licensing plans for Cognitive Services, including upgrades, customer care, and support.
AI Model Development (one time)
- Costs for AI model training and calibration.
- Data Management
- Expenses related to data collection and cleaning.
Hardware, integration, other )one time)
byteLAKE's AI Products (use cases) - presentationbyteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive Maintenance | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
byteLAKE's AI Products for Industries (2024-02)byteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive Maintenance | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
byteLAKE's CFD Suite (AI-accelerated CFD) (2024-02)byteLAKE
► byteLAKE's CFD Suite: Accelerate your Computational Fluid Dynamics (CFD) simulations by leveraging the speed and efficiency of artificial intelligence. Slash simulation times, minimize trial-and-error costs, and supercharge decision-making for heightened productivity. Learn more at www.byteLAKE.com/en/CFDSuite.
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive...byteLAKE
► byteLAKE's Cognitive Services: Unlock the full potential of Industry 4.0 with our comprehensive suite of AI solutions.
• Manufacturing: Employ image analytics for precise visual inspection of processes, parts, components, and products, ensuring impeccable quality control and minimizing errors. Learn more at www.byteLAKE.com/en/manufacturing.
• Automotive: Harness sound analytics to assess and analyze the quality of car engines, enabling proactive maintenance and preventing potential issues. Discover more at www.byteLAKE.com/en/automotive.
• Paper Industry: Implement advanced cameras to continuously monitor the papermaking process, accurately detecting and analyzing the wet line. Optimize production, reduce waste, and enhance efficiency. Explore further at www.byteLAKE.com/en/paper.
• Data Insights: Leverage our AI module for advanced predictive maintenance, detecting risky situations and triggering alarms. Seamlessly turn data from various sources (IoT sensors, documents, online weather forecasts, etc.) into actionable information for better decisions. Learn more at: www.byteLAKE.com/en/DataInsights.
Self-Checkout for Restaurants / AI Restaurants (2024-02)byteLAKE
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
Self-Checkout (AI for Restautants) - case study by byteLAKE's partner: SimprabyteLAKE
This is a case study one-pager prepared by byteLAKE's partner: Simpra.
Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction.
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
byteLAKE: Sztuczna Inteligencja dla Przemysłu i UsługbyteLAKE
Rozwiązania Oparte na Sztucznej Inteligencji dla Przemysłu (SI; ang. AI, Artificial Intelligence) | Monitorowanie Jakości | Analityka Danych z Czujników | Wykrywanie Usterek | Optymalizacja Symulacji CFD | AI dla Kas Samoobsługowych | Rozpoznawanie Produktów | byteLAKE.com (EN) | byteLAKE.pl (PL)
Poznaj byteLAKE: Tworzymy innowacyjne rozwiązania oparte na Sztucznej Inteligencji dla różnorodnych sektorów przemysłu. Nasza pasja polega na wykorzystaniu potencjału potężnej SI/AI do przekształcania danych w wartościowe informacje. Nasze obszary działania obejmują szeroki wachlarz branż: od przemysłu produkcyjnego, poprzez motoryzację, przemysł papierniczy, chemiczny, energetykę, aż po sektor restauracyjny. Dzięki naszemu zestawowi narzędzi CFD Suite, przyspieszamy symulacje związane z obliczeniową mechaniką płynów (CFD; ang. Computational Fluid Dynamics), co pozwala skrócić czas potrzebny na ich wykonanie. Efektem tego jest oszczędność kosztów oraz umożliwienie szybkiego podejmowania kluczowych decyzji. Nasze Cognitive Services to produkt, który usprawnia procesy produkcyjne. Dzięki automatycznej inspekcji wizualnej, ocenie jakości silników opartej na analizie dźwięków oraz monitorowaniu linii mokrej w przemyśle papierniczym, otwieramy przed Tobą szereg nowych możliwości. Cognitive Services obejmują także zaawansowany moduł do analityki danych z czujników (IoT), stanowiący fundament dla systemów Predictive Maintenance, umożliwiających uniknięcie awarii, wykrycie potencjalnych ryzyk oraz generowanie alarmów, by zoptymalizować działanie złożonych infrastruktur. W branży restauracyjnej i detalicznej efektywnie rozpoznajemy produkty i umożliwiamy tworzenie kas samoobsługowych, dzięki czemu eliminujemy kolejki i zwiększamy satysfakcję klientów. Co więcej, tworzymy również oprogramowanie na zamówienie gdzie korzystając z algorytmów SI/AI, pomagamy dokładnie przeanalizować obrazy, filmy, dźwięki oraz dane z czujników. Zapraszamy do zapoznania się z naszą ofertą na stronie internetowej www.byteLAKE.pl. Jeśli preferujesz język angielski, zachęcamy do odwiedzenia wersji anglojęzycznej pod adresem www.byteLAKE.com.
byteLAKE's AI Products (use cases) (short)byteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive Maintenance | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
Benefits offered by byteLAKE’s Cognitive Services
Accelerate Data Analytics
- Processing data from various sources, including images, videos, and sensors.
Automate Quality Inspection
- Ensuring high accuracy in inspecting products and processes.
- Eliminating potential human errors for consistent and reliable results.
- Increasing overall quality and reliability.
Optimize Operations and Maintenance
- Reducing unnecessary inspections and lowering maintenance costs.
- Predicting potential failures and downtimes.
Continuous Monitoring
- Offering 24/7/365 monitoring without boredom or distraction.
- Offloading and supporting human operators.
Easy Replication
- Enabling quick deployment.
- Functioning offline without an internet connection.
Continuous Improvement
- The solution can learn and improve over time.
AI in Manufacturing - benefits
Enhanced Productivity
- Streamlining processes for increased productivity.
- Efficient resource allocation based on real-time data.
Customization and Adaptability
- Tailoring AI models to specific manufacturing requirements.
- Adapting to changing production needs seamlessly.
Reduced Downtime
- Minimizing production downtime through predictive maintenance.
- Optimizing machine uptime and reliability.
Data-Driven Decision-Making
- Empowering decision-makers with actionable insights.
- Enabling data-driven strategies for process improvement.
Consistent Quality Control Across the Organization
- Ensuring consistent product quality throughout the production process.
- Meeting industry standards and regulations effortlessly.
Licensing & Cost of Deployment
Cognitive Services
Licensing (annual)
- Annual/monthly licensing plans for Cognitive Services, including upgrades, customer care, and support.
AI Model Development (one time)
- Costs for AI model training and calibration.
- Data Management
- Expenses related to data collection and cleaning.
Hardware, integration, other )one time)
byteLAKE's AI Products (use cases) - presentationbyteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive Maintenance | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
byteLAKE's AI Products for Industries (2024-02)byteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive Maintenance | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
byteLAKE's CFD Suite (AI-accelerated CFD) (2024-02)byteLAKE
► byteLAKE's CFD Suite: Accelerate your Computational Fluid Dynamics (CFD) simulations by leveraging the speed and efficiency of artificial intelligence. Slash simulation times, minimize trial-and-error costs, and supercharge decision-making for heightened productivity. Learn more at www.byteLAKE.com/en/CFDSuite.
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive...byteLAKE
► byteLAKE's Cognitive Services: Unlock the full potential of Industry 4.0 with our comprehensive suite of AI solutions.
• Manufacturing: Employ image analytics for precise visual inspection of processes, parts, components, and products, ensuring impeccable quality control and minimizing errors. Learn more at www.byteLAKE.com/en/manufacturing.
• Automotive: Harness sound analytics to assess and analyze the quality of car engines, enabling proactive maintenance and preventing potential issues. Discover more at www.byteLAKE.com/en/automotive.
• Paper Industry: Implement advanced cameras to continuously monitor the papermaking process, accurately detecting and analyzing the wet line. Optimize production, reduce waste, and enhance efficiency. Explore further at www.byteLAKE.com/en/paper.
• Data Insights: Leverage our AI module for advanced predictive maintenance, detecting risky situations and triggering alarms. Seamlessly turn data from various sources (IoT sensors, documents, online weather forecasts, etc.) into actionable information for better decisions. Learn more at: www.byteLAKE.com/en/DataInsights.
Self-Checkout for Restaurants / AI Restaurants (2024-02)byteLAKE
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
Self-Checkout (AI for Restautants) - case study by byteLAKE's partner: SimprabyteLAKE
This is a case study one-pager prepared by byteLAKE's partner: Simpra.
Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction.
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
byteLAKE: Sztuczna Inteligencja dla Przemysłu i UsługbyteLAKE
Rozwiązania Oparte na Sztucznej Inteligencji dla Przemysłu (SI; ang. AI, Artificial Intelligence) | Monitorowanie Jakości | Analityka Danych z Czujników | Wykrywanie Usterek | Optymalizacja Symulacji CFD | AI dla Kas Samoobsługowych | Rozpoznawanie Produktów | byteLAKE.com (EN) | byteLAKE.pl (PL)
Poznaj byteLAKE: Tworzymy innowacyjne rozwiązania oparte na Sztucznej Inteligencji dla różnorodnych sektorów przemysłu. Nasza pasja polega na wykorzystaniu potencjału potężnej SI/AI do przekształcania danych w wartościowe informacje. Nasze obszary działania obejmują szeroki wachlarz branż: od przemysłu produkcyjnego, poprzez motoryzację, przemysł papierniczy, chemiczny, energetykę, aż po sektor restauracyjny. Dzięki naszemu zestawowi narzędzi CFD Suite, przyspieszamy symulacje związane z obliczeniową mechaniką płynów (CFD; ang. Computational Fluid Dynamics), co pozwala skrócić czas potrzebny na ich wykonanie. Efektem tego jest oszczędność kosztów oraz umożliwienie szybkiego podejmowania kluczowych decyzji. Nasze Cognitive Services to produkt, który usprawnia procesy produkcyjne. Dzięki automatycznej inspekcji wizualnej, ocenie jakości silników opartej na analizie dźwięków oraz monitorowaniu linii mokrej w przemyśle papierniczym, otwieramy przed Tobą szereg nowych możliwości. Cognitive Services obejmują także zaawansowany moduł do analityki danych z czujników (IoT), stanowiący fundament dla systemów Predictive Maintenance, umożliwiających uniknięcie awarii, wykrycie potencjalnych ryzyk oraz generowanie alarmów, by zoptymalizować działanie złożonych infrastruktur. W branży restauracyjnej i detalicznej efektywnie rozpoznajemy produkty i umożliwiamy tworzenie kas samoobsługowych, dzięki czemu eliminujemy kolejki i zwiększamy satysfakcję klientów. Co więcej, tworzymy również oprogramowanie na zamówienie gdzie korzystając z algorytmów SI/AI, pomagamy dokładnie przeanalizować obrazy, filmy, dźwięki oraz dane z czujników. Zapraszamy do zapoznania się z naszą ofertą na stronie internetowej www.byteLAKE.pl. Jeśli preferujesz język angielski, zachęcamy do odwiedzenia wersji anglojęzycznej pod adresem www.byteLAKE.com.
Rozwiązania Oparte na Sztucznej Inteligencji dla Przemysłu (SI; ang. AI, Artificial Intelligence) | Monitorowanie Jakości | Analityka Danych z Czujników | Wykrywanie Usterek | Optymalizacja Symulacji CFD | AI dla Kas Samoobsługowych | Rozpoznawanie Produktów | byteLAKE.com (EN) | byteLAKE.pl (PL)
Poznaj byteLAKE: Tworzymy innowacyjne rozwiązania oparte na Sztucznej Inteligencji dla różnorodnych sektorów przemysłu. Nasza pasja polega na wykorzystaniu potencjału potężnej SI/AI do przekształcania danych w wartościowe informacje. Nasze obszary działania obejmują szeroki wachlarz branż: od przemysłu produkcyjnego, poprzez motoryzację, przemysł papierniczy, chemiczny, energetykę, aż po sektor restauracyjny. Dzięki naszemu zestawowi narzędzi CFD Suite, przyspieszamy symulacje związane z obliczeniową mechaniką płynów (CFD; ang. Computational Fluid Dynamics), co pozwala skrócić czas potrzebny na ich wykonanie. Efektem tego jest oszczędność kosztów oraz umożliwienie szybkiego podejmowania kluczowych decyzji. Nasze Cognitive Services to produkt, który usprawnia procesy produkcyjne. Dzięki automatycznej inspekcji wizualnej, ocenie jakości silników opartej na analizie dźwięków oraz monitorowaniu linii mokrej w przemyśle papierniczym, otwieramy przed Tobą szereg nowych możliwości. Cognitive Services obejmują także zaawansowany moduł do analityki danych z czujników (IoT), stanowiący fundament dla systemów Predictive Maintenance, umożliwiających uniknięcie awarii, wykrycie potencjalnych ryzyk oraz generowanie alarmów, by zoptymalizować działanie złożonych infrastruktur. W branży restauracyjnej i detalicznej efektywnie rozpoznajemy produkty i umożliwiamy tworzenie kas samoobsługowych, dzięki czemu eliminujemy kolejki i zwiększamy satysfakcję klientów. Co więcej, tworzymy również oprogramowanie na zamówienie gdzie korzystając z algorytmów SI/AI, pomagamy dokładnie przeanalizować obrazy, filmy, dźwięki oraz dane z czujników. Zapraszamy do zapoznania się z naszą ofertą na stronie internetowej www.byteLAKE.pl. Jeśli preferujesz język angielski, zachęcamy do odwiedzenia wersji anglojęzycznej pod adresem www.byteLAKE.com.
Tworzymy innowacyjne rozwiązania oparte na Sztucznej Inteligencji dla różnorodnych sektorów przemysłu (SI; ang. AI, Artificial Intelligence). W byteLAKE korzystamy z najnowocześniejszych technologii do automatyzacji kontroli jakości oraz analityki danych, dostosowanych do sektorów produkcji, motoryzacji, papierniczego, chemicznego oraz energetycznego. Dodatkowo, w branży restauracyjnej i detalicznej, skutecznie rozpoznajemy produkty oraz umożliwiamy tworzenie kas samoobsługowych.
Nasze produkty:
► byteLAKE's CFD Suite wykorzystuje sztuczną inteligencję, aby przyspieszyć symulacje z zakresu obliczeniowej mechaniki płynów (CFD; ang. Computational Fluid Dynamics), co pozwala na skrócenie czasu potrzebnego do ich przeprowadzenia. Dzięki temu uzyskujemy oszczędności kosztów oraz umożliwiamy szybkie podejmowanie kluczowych decyzji. Więcej informacji na stronie: www.byteLAKE.com/en/CFDSuite (strona w języku angielskim).
► byteLAKE's Cognitive Services: Wykorzystaj pełny potencjał Przemysłu 4.0 dzięki naszemu kompleksowemu zestawowi rozwiązań opartych na SI.
• Przemysł Produkcyjny: Wykorzystaj analizę obrazów do precyzyjnej kontroli wizualnej procesów, części, komponentów i produktów, zapewniając doskonałą kontrolę jakości i minimalizując błędy. Dowiedz się więcej na stronie www.byteLAKE.com/pl/produkcja.
• Przemysł Motoryzacyjny: Wykorzystaj analizę dźwięku do oceny i analizy jakości silników samochodowych, umożliwiając proaktywną inspekcję jakości i zapobiegając potencjalnym problemom. Odkryj więcej na stronie www.byteLAKE.com/pl/samochodowy.
• Przemysł Papierniczy: Wykorzystaj zaawansowane kamery do ciągłego monitorowania procesu produkcji papieru, dokładnie wykrywając i analizując linię mokrą. Optymalizuj produkcję, zmniejszaj odpady i zwiększaj efektywność. Dowiedz się więcej na stronie: www.byteLAKE.com/pl/papierniczy.
• Analityka Danych: Wykorzystaj nasz moduł SI do analityki danych z czujników (IoT), stanowiący fundament dla systemów Predictive Maintenance, umożliwiających uniknięcie awarii, wykrycie potencjalnych ryzyk oraz generowanie alarmów, by zoptymalizować działanie złożonych infrastruktur. Przekształć dane z różnych źródeł (czujniki IoT, dokumenty, prognozy pogody online itp.) w wartościowe informacje, umożliwiające podejmowanie lepszych decyzji. Dowiedz się więcej na stronie: www.byteLAKE.com/pl/AnalitykaDanych.
• Restauracje / Detal: Uprość i przyspiesz proces płatności dzięki naszemu rozwiązaniu dla kas samoobsługowych. Nasz moduł SI jest w stanie rozpoznać posiłki i produkty spożywcze, przesyłając listę bezpośrednio do kasy. Skróć kolejki i czas oczekiwania, zwiększając satysfakcję klientów. Dowiedz się więcej na stronie: www.byteLAKE.com/pl/SI-dla-Restauracji.
Poznaj wszystkie możliwości, jakie oferują rozwiązania oparte na sztucznej inteligencji. Więcej informacji o Cognitive Services od byteLAKE znajdziesz na stronie: www.byteLAKE.com/pl/CognitiveServices.
► Oprogramowanie SI na Zamówienie
Empowering Industries with Artificial Intelligence Solutions. At byteLAKE, we harness cutting-edge technology to provide advanced quality inspection and data insights tailored for the Manufacturing, Automotive, Paper, Chemical, and Energy sectors. Additionally, we offer self-checkout stations for Restaurants and object recognition solutions for Retail businesses.
Explore our featured products:
► byteLAKE's CFD Suite: Accelerate your Computational Fluid Dynamics (CFD) simulations by leveraging the speed and efficiency of artificial intelligence. Slash simulation times, minimize trial-and-error costs, and supercharge decision-making for heightened productivity. Learn more at www.byteLAKE.com/en/CFDSuite.
► byteLAKE's Cognitive Services: Unlock the full potential of Industry 4.0 with our comprehensive suite of AI solutions.
• Manufacturing: Employ image analytics for precise visual inspection of processes, parts, components, and products, ensuring impeccable quality control and minimizing errors. Learn more at www.byteLAKE.com/en/manufacturing.
• Automotive: Harness sound analytics to assess and analyze the quality of car engines, enabling proactive maintenance and preventing potential issues. Discover more at www.byteLAKE.com/en/automotive.
• Paper Industry: Implement advanced cameras to continuously monitor the papermaking process, accurately detecting and analyzing the wet line. Optimize production, reduce waste, and enhance efficiency. Explore further at www.byteLAKE.com/en/paper.
• Data Insights: Leverage our AI module for advanced predictive maintenance, detecting risky situations and triggering alarms. Seamlessly turn data from various sources (IoT sensors, documents, online weather forecasts, etc.) into actionable information for better decisions. Learn more at: www.byteLAKE.com/en/DataInsights.
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
Experience the future of AI-driven excellence. Discover more about byteLAKE's Cognitive Services at www.byteLAKE.com/en/CognitiveServices.
► Custom AI Software Development: Choose from our range of AI services, including AI Workshops with inspiring case studies and insights, Edge AI for real-time analytics on images, videos, sounds, and time-series data, Cognitive Automation for the automation of complex tasks with software robots, and HPC for algorithm optimization across various CPU, GPU, and FPGA architectures.
► Incubation: Explore our innovative product brainello, an AI-powered document processing software that works without templates, and Ewa Guard, AI for Drones enabling large area visual analytics.
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
► byteLAKE's CFD Suite: Accelerate your Computational Fluid Dynamics (CFD) simulations by leveraging the speed and efficiency of artificial intelligence. Slash simulation times, minimize trial-and-error costs, and supercharge decision-making for heightened productivity. Learn more at www.byteLAKE.com/en/CFDSuite.
Advanced Quality Inspection and Data Insights (Artificial Intelligence)byteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
► byteLAKE's Cognitive Services: Unlock the full potential of Industry 4.0 with our comprehensive suite of AI solutions.
• Manufacturing: Employ image analytics for precise visual inspection of processes, parts, components, and products, ensuring impeccable quality control and minimizing errors. Learn more at www.byteLAKE.com/en/manufacturing.
• Automotive: Harness sound analytics to assess and analyze the quality of car engines, enabling proactive maintenance and preventing potential issues. Discover more at www.byteLAKE.com/en/automotive.
• Paper Industry: Implement advanced cameras to continuously monitor the papermaking process, accurately detecting and analyzing the wet line. Optimize production, reduce waste, and enhance efficiency. Explore further at www.byteLAKE.com/en/paper.
• Data Insights: Leverage our AI module for advanced predictive maintenance, detecting risky situations and triggering alarms. Seamlessly turn data from various sources (IoT sensors, documents, online weather forecasts, etc.) into actionable information for better decisions. Learn more at: www.byteLAKE.com/en/DataInsights.
Empowering Industries with Artificial Intelligence Solutions. At byteLAKE, we harness cutting-edge technology to provide advanced quality inspection and data insights tailored for the Manufacturing, Automotive, Paper, Chemical, and Energy sectors. Additionally, we offer self-checkout stations for Restaurants and object recognition solutions for Retail businesses.
Explore our featured products:
► byteLAKE's CFD Suite: Accelerate your Computational Fluid Dynamics (CFD) simulations by leveraging the speed and efficiency of artificial intelligence. Slash simulation times, minimize trial-and-error costs, and supercharge decision-making for heightened productivity. Learn more at www.byteLAKE.com/en/CFDSuite.
► byteLAKE's Cognitive Services: Unlock the full potential of Industry 4.0 with our comprehensive suite of AI solutions.
• Manufacturing: Employ image analytics for precise visual inspection of processes, parts, components, and products, ensuring impeccable quality control and minimizing errors. Learn more at www.byteLAKE.com/en/manufacturing.
• Automotive: Harness sound analytics to assess and analyze the quality of car engines, enabling proactive maintenance and preventing potential issues. Discover more at www.byteLAKE.com/en/automotive.
• Paper Industry: Implement advanced cameras to continuously monitor the papermaking process, accurately detecting and analyzing the wet line. Optimize production, reduce waste, and enhance efficiency. Explore further at www.byteLAKE.com/en/paper.
• Data Insights: Leverage our AI module for advanced predictive maintenance, detecting risky situations and triggering alarms. Seamlessly turn data from various sources (IoT sensors, documents, online weather forecasts, etc.) into actionable information for better decisions. Learn more at: www.byteLAKE.com/en/DataInsights.
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
Experience the future of AI-driven excellence. Discover more about byteLAKE's Cognitive Services at www.byteLAKE.com/en/CognitiveServices.
► Custom AI Software Development: Choose from our range of AI services, including AI Workshops with inspiring case studies and insights, Edge AI for real-time analytics on images, videos, sounds, and time-series data, Cognitive Automation for the automation of complex tasks with software robots, and HPC for algorithm optimization across various CPU, GPU, and FPGA architectures.
► Incubation: Explore our innovative product brainello, an AI-powered document processing software that works without templates, and Ewa Guard, AI for Drones enabling large area visual analytics.
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
Applying Industrial AI Models to Product Quality InspectionbyteLAKE
Seamlessly integrate AI, sensors, and real-time insights for
Predictive Maintenance and the superior Quality Control you are looking for. Elevate your operations with byteLAKE's AI-powered solution.
This article originally appeared on insight.tech: https://www.insight.tech/industry/applying-industrial-ai-models-to-product-quality-inspection
About the Author
Pedro Pereira has covered technology for a quarter century. He has freelanced for some of the biggest names in IT publishing and an extensive list of marketing agencies and technology vendors. He was a pioneer in covering managed services and cloud computing, and currently writes about cybersecurity, IoT, cloud, and space. He holds a degree in Journalism from UMass/Amherst.
Learn more:
https://bit.ly/45gUQVX
via @insight.tech
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
byteLAKE's expertise across NVIDIA architectures and configurationsbyteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
CFD Suite (AI-accelerated CFD) - Sztuczna Inteligencja Przyspiesza Symulacje ...byteLAKE
X Kongres #PolskaChemia za nami! Razem z AB Innovation Designer zaprezentowaliśmy rozwiązania #IT dla przemysłu chemicznego. Poniżej nagranie z naszego wystąpienia na temat: CFD Suite (AI-accelerated CFD), #SztucznaInteligencja #SI Przyspiesza Symulacje #CFD.
Prezentacja dostępna jest tutaj: https://www.slideshare.net/byteLAKE/cfd-suite-aiaccelerated-cfd-sztuczna-inteligencja-przyspiesza-symulacje-cfd-prezentacja
Nagranie: https://youtu.be/XxFSLZBwgys
Więcej informacji o byteLAKE:
byteLAKE: Rozwiązania oparte na Sztucznej Inteligencji dla Przemysłu (SI; ang. AI, Artificial Intelligence). Produkty AI dla przemysłu produkcyjnego, motoryzacyjnego, restauracyjnego, papierniczego i chemicznego.
Poznaj byteLAKE: Tworzymy innowacyjne rozwiązania oparte na Sztucznej Inteligencji dla różnych branż. Nasz zestaw narzędzi CFD Suite przyspiesza symulacje dot. obliczeniowej mechaniki płynów (CFD; ang. Computational Fluid Dynamics), skracając ich czas z godzin do minut - co pozwala zaoszczędzić koszty i szybciej podejmować decyzje. Usługi Cognitive Services usprawniają procesy produkcyjne oferując automatyczną inspekcję wizualną, w motoryzacji potrafią dokonać oceny jakości silników a w przemyśle papierniczym monitorować i analizować tzw. linię mokrą. Cognitive Services zawierają również zaawansowany moduł do analizy danych z czujników (IoT, ang. Internet of Things), który stanowi bazę systemów Predictive Maintenance, pozwalających uniknąć awarii, wykrywających ryzyka oraz generujących alarmy i umożliwiających optymalizację działania złożonych infrastruktur. W restauracjach nasze oprogramowanie rozpoznaje posiłki i umożliwia zbudowanie kas samoobsługowych, skracając czas oczekiwania. Tworzymy także oprogramowanie na zamówienie, które przy pomocy algorytmów SI/AI umożliwia precyzyjną analizę obrazów, filmów, dźwięków i danych z czujników. Zapraszamy do odwiedzenia naszej strony internetowej www.byteLAKE.pl. Angielska wersja strony: www.byteLAKE.com.
#AI #ArtificialIntelligence #FluidDynamics #OpenFOAM #Chemia #Technologia #Przemysł #Webinar #Symulacje #Fabryka #Produkcja #Manufacturing #Automotive #Industry40
byteLAKE's Scan&GO - Self-Check-Out Solution for Retail (EuroShop'23)byteLAKE
Introducing Cognitive Services for Restaurants: a powerful add-on software that revolutionizes your operations. Seamlessly recognizing meals and instantly transmitting a comprehensive list to the cashier's machine, this innovative solution is designed to elevate your restaurant experience.
Combined with the Simpra Suite, a comprehensive software package tailored for hotels and restaurants, you unlock a wealth of benefits. From efficient payment processing and order management to seamless reservations, inventory control, and loyalty program administration, Simpra Suite empowers you to streamline your entire operation with ease.
With Cognitive Services for Restaurants and Simpra Suite, you can:
► Enhance Efficiency: Optimize your workflow by automating meal recognition and instantly relaying information to the cashier's machine. Say goodbye to manual processes, reducing errors and saving valuable time.
► Improve Customer Experience: Delight your customers with swift and accurate transactions. By effortlessly managing payments, orders, reservations, and loyalty programs, you can provide a seamless and personalized dining experience.
► Boost Operational Productivity: Take control of your inventory, streamline operations, and gain valuable insights into your business performance. Simpra Suite enables you to make data-driven decisions and optimize your resources effectively.
Experience the power of Cognitive Services for Restaurants bundled with Simpra Suite—an all-encompassing software solution designed to transform your restaurant into a well-oiled machine. Elevate your customer service, increase efficiency, and unlock the full potential of your establishment. Contact us today to explore how our comprehensive suite of tools can revolutionize your business.
Learn more:
• byteLAKE's Cognitive Services for Restaurants: https://www.bytelake.com/en/AI4Restaurants (EN) and https://www.bytelake.com/pl/SI-dla-Restauracji (PL)
• Simpra Suite: www.SimpraSuite.com and www.GetSimpra.com
• Videos:
o EuroGastro'23: https://youtu.be/vY5w6kdy3io
o EuroShop'23: https://youtu.be/RsxTBjaTl2E
o Explainer video: https://youtu.be/FZmfGUyvZtk
Empowering Industries with byteLAKE's High-Performance AIbyteLAKE
Here's our latest #whitepaper we created in collaboration with our amazing friends and partners from Intel Corporation and Lenovo and Lenovo Infrastructure Solutions Group.
► Key Takeaways:
• We have optimized #byteLAKE's #CognitiveServices to #OpenVINO which for #ComputerVision related scenario translated into 8x improved performance. #VNNI (Vector Neural Network Instructions, being part of Intel® Deep Learning Boost i.e. i7 12 gen.) delivered an additional 3x improvement in performance. Both totaled in 8*3 = 24x increase in performance.
• Cognitive Services is also about #data analytics for advanced data analytics (#IoT) to keep operations running smoothly and #PredictiveMaintenance, preventing unplanned downtimes. Here we optimized our algorithms with scikit-learn-intelex which translated into speedups ranging from 1.12 to 22.14 for #AI training and up to 21.17 during inference, depending on the scenario, data types, and sizes.
• Deployment on #Lenovo's #Edge portfolio: we are excited to announce that byteLAKE's Cognitive Services are now seamlessly deployable across the complete range of Lenovo's Edge portfolio. Starting from the #ThinkEdge SE10/SE50 and spanning all the way up to the ThinkEdge SE450 Edge Server, this compatibility encompasses the utilization of Intel® Core™ i7 processor, Intel® Xeon® processors, as well as the latest Intel® #DataCenter #GPU Flex Series #IntelGPU.
• The scalability empowers our customers to effortlessly enhance the performance of their AI workloads by incorporating more powerful #CPUs and #GPUs.
► What's next?
Benchmark results for #IntelGPU. Learn more here: www.linkedin.com/feed/update/urn:li:activity:7064245763471478784 and here: https://www.linkedin.com/feed/update/urn:li:activity:7062790707945611264.
Thank you for all the support in the project: Kristina Macakova, David Clarke, Valerio Rizzo, PhD, Nicholas Borsotto, Andrzej Jankowski, Walter Riviera.
Learn more:
Cognitive Services for Manufacturing #Manufacturing #Industry4.0
www.byteLAKE.com/en/manufacturing
Cognitive Services for Automotive #Automotive #Quality
www.byteLAKE.com/en/automotive
Cognitive Services for Paper Industry #PaperIndustry #PaperMaking #WaterLine
www.bytelake.com/en/ai-for-paper-industry/
Cognitive Services for Restaurants #Restaurant #Hotel #Retail #SelfCheckOut
www.bytelake.com/en/AI4Restaurants
NEW: Cognitive Services includes an IoT/data analytics module for advanced predictive maintenance, preventing unplanned downtimes and ensuring smooth operations i.e. triggering an alarm when risky situations are detected or suggesting optimal configurations for large-scale infrastructures. More details on this new functionality will be shared in Q4 2023.
More: www.byteLAKE.com
Learn more: www.byteLAKE.com
Automatyczny Monitoring Jakości w Fabryce (Sztuczna Inteligencja, byteLAKE)byteLAKE
Automatyczny Monitoring Jakości w Fabryce, czyli jak wykorzystać kamery, mikrofony i czujniki oraz algorytmy uczenia maszynowego (ang. machine learning) czy głębokiego uczenia (ang. deep learning) by zautomatyzować kontrolę jakości oraz inspekcję produktów i procesów w przemyśle.
Dzięki algorytmom sztucznej inteligencji (SI, ang. artificial intelligence, AI) oraz danym z czujników możemy uzyskać odpowiedzi na pytania: dlaczego coś się dzieje? co się prawdopodobnie stanie? jakie są trendy?
Kamery i mikrofony stają się naszymi oczami i uszami, dzięki którym możemy zliczyć obiekty, sprawdzić ich jakość, zidentyfikować problemy typu popsute łożysko, zły kolor, brak etykiety, rysa, pęknięcie.
Dodatkowo możemy odczytać numery identyfikacyjne oraz zautomatyzować procesy kontroli jakości, logistyczne lub uzyskać informację o aktualnej sytuacji w fabryce np. czy w trakcie produkcji papieru tzw. linia mokra nie przekroczyła krytyczne rozmiary, czy w danej strefie nie jest zagrożone bezpieczeństwo pracowników.
Podobne algorytmy znajdują zastosowanie także w innych branżach np. w hotelarskiej czy restauracyjnej. Tutaj kamery mogą przeanalizować produkty wybrane przez klientów i przyspieszyć proces kompletowania listy na rachunku. Dodatkowo mogą na bieżąco zliczać wolne miejsca, monitorować postęp konsumpcji i podpowiedzieć obsłudze komu sprzątnąć stolik lub w której strefie warto dopytać o uzupełnienie napojów.
Uzupełnieniem prezentacji jest poniższy odcinek podcastu, który nagraliśmy razem z Lenovo: https://www.podbean.com/ew/pb-tvcca-11d645e
Więcej na stronach byteLAKE: www.byteLAKE.com, www.byteLAKE.pl oraz na naszym blogu: www.byteLAKE.com/en/blog.
byteLAKE's CFD Suite (AI-accelerated CFD) - AI Training at the Edge (benchmark)byteLAKE
byteLAKE's CFD Suite (AI-accelerated CFD) - AI Training at the Edge (benchmark).
This report summarizes byteLAKE’s benchmark results of the recommended hardware platform for byteLAKE’s CFD Suite’s AI training at the Edge. Key takeaways are at the end of the report.
About the product:
• CFD Suite: AI-accelerated Computational Fluid Dynamics. In the chemical industry, it reduces mixing simulation time from hours to minutes.
Related blog posts:
1. https://becominghuman.ai/bytelakes-cfd-suite-ai-accelerated-cfd-recommended-hardware-for-ai-training-part-1-3-a6c72130b1b7
2. https://marcrojek.medium.com/bytelakes-cfd-suite-ai-accelerated-cfd-recommended-hardware-for-ai-training-at-the-edge-part-574f4663338e
3. https://marcrojek.medium.com/bytelakes-cfd-suite-ai-accelerated-cfd-recommended-hardware-for-ai-training-at-the-edge-3-3-1a5abbba552c
More: https://www.byteLAKE.com/en/CFDSuite and https://www.byteLAKE.com/en/AI4CFD-toc (blog post series).
byteLAKE
Artificial Intelligence for Industries. AI Products for Manufacturing, Automotive, Restaurants, Paper, and Chemical Industries.
About byteLAKE
We are a software company, focused on building Artificial Intelligence products for various industries. byteLAKE's CFD Suite leverages AI to reduce CFD (Computational Fluid Dynamics) chemical mixing simulations’ time from hours to minutes. byteLAKE's Cognitive Services offers a collection of pre-trained AI models for Industry 4.0 and Restaurants. In manufacturing, these are used to visually inspect processes, parts, components, or products. In automotive, Cognitive Services leverages microphones to assess the quality of car engines. In the paper industry, Cognitive Services leverages cameras to monitor the papermaking process and detect, measure, and analyze the wet line. In restaurants, Cognitive Services typically acts as an add-on software that recognizes meals and sends a list of these to the cashier's machine, ultimately reducing lines and the overall waiting time. The company also offers custom AI software development for real-time analytics of images, videos, sounds, and time-series data. To learn more about byteLAKE’s innovations, go to www.byteLAKE.com.
AI in Manufacturing: moving AI from Idea to ExecutionbyteLAKE
#AI and #HPC convergence is here and is here to stay and accelerate innovations across industries. The increased availability of data, hardware advancements leading to increased computational capabilities, and new algorithms and mathematical models have collectively resulted in the accelerated AI expansion in all sorts of applications. This, however, creates high computational needs which naturally have been more and more successfully addressed by HPC (High-Performance Computing). In that sense, AI & HPC complement each other. HPC infrastructure is often used to train AI’s powerful algorithms by leveraging huge amounts of sample data (training set) and in that way enables AI models (trained algorithms) to recognize shapes, objects (machine vision), find answers hidden in the data (predictive maintenance, data analytics) or accelerate time to results (predict the outcome of complex engineering simulations).
We at byteLAKE have been closely working with Lenovo, Lenovo Infrastructure Solutions Group, Intel Corporation, NVIDIA and many more to ensure that our AI-powered products not only help our clients efficiently automate various operations and reduce time and cost but also are highly optimized and make the most of the hardware and software infrastructure where they are deployed. Besides our efforts in bringing AI solutions to the paper industry and manufacturing in general (which I described in my previous post), our efforts in bringing value thru AI in the chemical industry highly benefit from HPC's capabilities to dynamically scale and keep up with performance requirements. Our product, #CFDSuite (AI-accelerated CFD) leverages HPC to efficiently analyze historic CFD simulations and makes it possible for our clients to predict their outcomes on various edge devices i.e. laptops, desktop PCs or local edge servers. And with that in mind, I am very happy to see the byteLAKE team becoming one of the drivers of AI & HPC convergence and leveraging it to bring innovations to various industries.
Links:
- byteLAKE's Cognitive Services: www.byteLAKE.com/en/CognitiveServices (Cognitive Services (AI for Paper Industry & Manufacturing)). Related blog post series: www.byteLAKE.com/en/CognitiveServices-toc
- byteLAKE's CFD Suite: www.byteLAKE.com/en/CFDSuite. Related blog post series: www.byteLAKE.com/en/AI4CFD-toc
- byteLAKE’s CFD Suite (AI-accelerated CFD) — HPC scalability report: https://marcrojek.medium.com/bytelakes-cfd-suite-ai-accelerated-cfd-hpc-scalability-report-25f9786e6123 (full report: https://www.slideshare.net/byteLAKE/bytelakes-cfd-suite-aiaccelerated-cfd-hpc-scalability-report-april21)
- byteLAKE's CFD Suite (AI-accelerated CFD) - product community: www.bytelake.com/en/AI4CFD-pt2 (LinkedIn and Facebook groups)
#AI #IoT #Manufacturing #Automotive #Paper #PaperIndustry #ChemicalIndustry #CFD #FluidDynamics #OpenFOAM #ArtificialIntelligence #DeepLearning #MachineLearning #ComputerVision #Automation #Industry40
Have you seen Intel's latest IoT RFP Ready Kit Solutions Playbook yet? We are happy to see byteLAKE's Cognitive Services there! We have already deployed our product in Paper Mills where our solution helps monitor the paper-making process and avoid expensive downtimes. Also, the cognitive services have been successfully deployed in manufacturing, helping production engineers optimize various operations related to faulty parts early detection. Besides AI-assisted Visual Inspection, we have upgraded the product with AI-powered Big Data analytics where we can find answers hidden in data received via various IoT sensors like microphones for instance. Yet so much more is on our roadmap! Plus, we have also optimized all our AI software with Intel's latest OpenVINO, ensuring excellent performance, compatibility across various configurations, matching GPU performance and most importantly, reducing the total cost of ownership for our clients!
Links:
- Intel® IoT RFP Ready Kit Solutions Playbook: https://www.intel.com/content/www/us/en/products/solutions/iot/playbook.html
- byteLAKE @ Intel® Solutions Marketplace: https://marketplace.intel.com/s/partner/a5S3b0000002k8EEAQ/bytelake?language=en_US
- byteLAKE: www.byteLAKE.com/en/CognitiveServices, Intel's Gold Partner
- Cognitive Services (AI for Paper Industry & Manufacturing)
(related blog post series: www.byteLAKE.com/en/CognitiveServices-toc)
- Case Studies: https://www.intel.com/content/www/us/en/data-center/idc-bytelake-case-study.html and https://www.insight.tech/retail/paper-mills-press-on-with-ai-visual-inspection
- Interview: https://youtu.be/bUt9J7FMyVs
Powered by Intel AI, #OpenVINO
#AI #IoT #Manufacturing #Automotive #Paper #PaperIndustry #ChemicalIndustry #CFD #FluidDynamics #OpenFOAM #ArtificialIntelligence #DeepLearning #MachineLearning #ComputerVision #Automation #Industry40
byteLAKE pioneers the use of AI and HPC to provide automated and data-driven solutions for its customers. Case study: https://www.intel.com/content/www/us/en/data-center/idc-bytelake-case-study.html
byteLAKE
Artificial Intelligence for Chemical Industry, Paper Industry and Manufacturing.
We build AI products and help design custom AI software.
About byteLAKE
byteLAKE is a software company that builds Artificial Intelligence products for the chemical industry, paper industry and manufacturing. byteLAKE's CFD Suite leverages AI to reduce CFD (Computational Fluid Dynamics) chemical mixing simulations’ time from hours to minutes. byteLAKE's Cognitive Services offer AI-assisted Visual Inspection and Big Data analytics for the paper industry, detecting and visually inspecting the so-called Water Line and complex tasks automation for manufacturing. The company also offers custom AI software development for real-time data analytics (image / video / sound / time-series). To learn more about byteLAKE’s innovations, go to www.byteLAKE.com.
Sztuczna Inteligencja dla Biznesu (Made In Wroclaw 2020)byteLAKE
Made in Wrocław to święto wrocławskich innowacji. Zespół byteLAKE zaprezentował wybrane rozwiązania dla Przemysłu 4.0.
Linki:
- wideo: https://youtu.be/4n0VVKqPcfo (pena relacja: https://youtu.be/YzOew04BAXs)
- seria powiązanych wpisów na blogu: https://www.byteLAKE.com/en/CognitiveServices-toc
- www.byteLAKE.com/en/CognitiveServices
- Podcast w RadioLUZ: https://bit.ly/3kcsJiV
- Podcast w RadioRAM: https://www.radioram.pl/articles/view/40257/FutuRAM-Made-In-Wroclaw-2020-PODCAST
AI for Manufacturing (Machine Vision, Edge AI, Federated Learning)byteLAKE
Artificial intelligence and machine learning technologies are transforming key industries like manufacturing, finance, retail, and healthcare. Edge computing and federated learning are emerging approaches that can help address challenges around data privacy, bandwidth constraints, and latency. Edge AI runs optimized models directly on devices to analyze data and only send results rather than raw data. Federated learning leverages local AI models across edge devices to improve performance while keeping sensitive data private. Together these approaches help make AI more scalable, responsive and privacy-preserving for industries.
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Rozwiązania Oparte na Sztucznej Inteligencji dla Przemysłu (SI; ang. AI, Artificial Intelligence) | Monitorowanie Jakości | Analityka Danych z Czujników | Wykrywanie Usterek | Optymalizacja Symulacji CFD | AI dla Kas Samoobsługowych | Rozpoznawanie Produktów | byteLAKE.com (EN) | byteLAKE.pl (PL)
Poznaj byteLAKE: Tworzymy innowacyjne rozwiązania oparte na Sztucznej Inteligencji dla różnorodnych sektorów przemysłu. Nasza pasja polega na wykorzystaniu potencjału potężnej SI/AI do przekształcania danych w wartościowe informacje. Nasze obszary działania obejmują szeroki wachlarz branż: od przemysłu produkcyjnego, poprzez motoryzację, przemysł papierniczy, chemiczny, energetykę, aż po sektor restauracyjny. Dzięki naszemu zestawowi narzędzi CFD Suite, przyspieszamy symulacje związane z obliczeniową mechaniką płynów (CFD; ang. Computational Fluid Dynamics), co pozwala skrócić czas potrzebny na ich wykonanie. Efektem tego jest oszczędność kosztów oraz umożliwienie szybkiego podejmowania kluczowych decyzji. Nasze Cognitive Services to produkt, który usprawnia procesy produkcyjne. Dzięki automatycznej inspekcji wizualnej, ocenie jakości silników opartej na analizie dźwięków oraz monitorowaniu linii mokrej w przemyśle papierniczym, otwieramy przed Tobą szereg nowych możliwości. Cognitive Services obejmują także zaawansowany moduł do analityki danych z czujników (IoT), stanowiący fundament dla systemów Predictive Maintenance, umożliwiających uniknięcie awarii, wykrycie potencjalnych ryzyk oraz generowanie alarmów, by zoptymalizować działanie złożonych infrastruktur. W branży restauracyjnej i detalicznej efektywnie rozpoznajemy produkty i umożliwiamy tworzenie kas samoobsługowych, dzięki czemu eliminujemy kolejki i zwiększamy satysfakcję klientów. Co więcej, tworzymy również oprogramowanie na zamówienie gdzie korzystając z algorytmów SI/AI, pomagamy dokładnie przeanalizować obrazy, filmy, dźwięki oraz dane z czujników. Zapraszamy do zapoznania się z naszą ofertą na stronie internetowej www.byteLAKE.pl. Jeśli preferujesz język angielski, zachęcamy do odwiedzenia wersji anglojęzycznej pod adresem www.byteLAKE.com.
Tworzymy innowacyjne rozwiązania oparte na Sztucznej Inteligencji dla różnorodnych sektorów przemysłu (SI; ang. AI, Artificial Intelligence). W byteLAKE korzystamy z najnowocześniejszych technologii do automatyzacji kontroli jakości oraz analityki danych, dostosowanych do sektorów produkcji, motoryzacji, papierniczego, chemicznego oraz energetycznego. Dodatkowo, w branży restauracyjnej i detalicznej, skutecznie rozpoznajemy produkty oraz umożliwiamy tworzenie kas samoobsługowych.
Nasze produkty:
► byteLAKE's CFD Suite wykorzystuje sztuczną inteligencję, aby przyspieszyć symulacje z zakresu obliczeniowej mechaniki płynów (CFD; ang. Computational Fluid Dynamics), co pozwala na skrócenie czasu potrzebnego do ich przeprowadzenia. Dzięki temu uzyskujemy oszczędności kosztów oraz umożliwiamy szybkie podejmowanie kluczowych decyzji. Więcej informacji na stronie: www.byteLAKE.com/en/CFDSuite (strona w języku angielskim).
► byteLAKE's Cognitive Services: Wykorzystaj pełny potencjał Przemysłu 4.0 dzięki naszemu kompleksowemu zestawowi rozwiązań opartych na SI.
• Przemysł Produkcyjny: Wykorzystaj analizę obrazów do precyzyjnej kontroli wizualnej procesów, części, komponentów i produktów, zapewniając doskonałą kontrolę jakości i minimalizując błędy. Dowiedz się więcej na stronie www.byteLAKE.com/pl/produkcja.
• Przemysł Motoryzacyjny: Wykorzystaj analizę dźwięku do oceny i analizy jakości silników samochodowych, umożliwiając proaktywną inspekcję jakości i zapobiegając potencjalnym problemom. Odkryj więcej na stronie www.byteLAKE.com/pl/samochodowy.
• Przemysł Papierniczy: Wykorzystaj zaawansowane kamery do ciągłego monitorowania procesu produkcji papieru, dokładnie wykrywając i analizując linię mokrą. Optymalizuj produkcję, zmniejszaj odpady i zwiększaj efektywność. Dowiedz się więcej na stronie: www.byteLAKE.com/pl/papierniczy.
• Analityka Danych: Wykorzystaj nasz moduł SI do analityki danych z czujników (IoT), stanowiący fundament dla systemów Predictive Maintenance, umożliwiających uniknięcie awarii, wykrycie potencjalnych ryzyk oraz generowanie alarmów, by zoptymalizować działanie złożonych infrastruktur. Przekształć dane z różnych źródeł (czujniki IoT, dokumenty, prognozy pogody online itp.) w wartościowe informacje, umożliwiające podejmowanie lepszych decyzji. Dowiedz się więcej na stronie: www.byteLAKE.com/pl/AnalitykaDanych.
• Restauracje / Detal: Uprość i przyspiesz proces płatności dzięki naszemu rozwiązaniu dla kas samoobsługowych. Nasz moduł SI jest w stanie rozpoznać posiłki i produkty spożywcze, przesyłając listę bezpośrednio do kasy. Skróć kolejki i czas oczekiwania, zwiększając satysfakcję klientów. Dowiedz się więcej na stronie: www.byteLAKE.com/pl/SI-dla-Restauracji.
Poznaj wszystkie możliwości, jakie oferują rozwiązania oparte na sztucznej inteligencji. Więcej informacji o Cognitive Services od byteLAKE znajdziesz na stronie: www.byteLAKE.com/pl/CognitiveServices.
► Oprogramowanie SI na Zamówienie
Empowering Industries with Artificial Intelligence Solutions. At byteLAKE, we harness cutting-edge technology to provide advanced quality inspection and data insights tailored for the Manufacturing, Automotive, Paper, Chemical, and Energy sectors. Additionally, we offer self-checkout stations for Restaurants and object recognition solutions for Retail businesses.
Explore our featured products:
► byteLAKE's CFD Suite: Accelerate your Computational Fluid Dynamics (CFD) simulations by leveraging the speed and efficiency of artificial intelligence. Slash simulation times, minimize trial-and-error costs, and supercharge decision-making for heightened productivity. Learn more at www.byteLAKE.com/en/CFDSuite.
► byteLAKE's Cognitive Services: Unlock the full potential of Industry 4.0 with our comprehensive suite of AI solutions.
• Manufacturing: Employ image analytics for precise visual inspection of processes, parts, components, and products, ensuring impeccable quality control and minimizing errors. Learn more at www.byteLAKE.com/en/manufacturing.
• Automotive: Harness sound analytics to assess and analyze the quality of car engines, enabling proactive maintenance and preventing potential issues. Discover more at www.byteLAKE.com/en/automotive.
• Paper Industry: Implement advanced cameras to continuously monitor the papermaking process, accurately detecting and analyzing the wet line. Optimize production, reduce waste, and enhance efficiency. Explore further at www.byteLAKE.com/en/paper.
• Data Insights: Leverage our AI module for advanced predictive maintenance, detecting risky situations and triggering alarms. Seamlessly turn data from various sources (IoT sensors, documents, online weather forecasts, etc.) into actionable information for better decisions. Learn more at: www.byteLAKE.com/en/DataInsights.
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
Experience the future of AI-driven excellence. Discover more about byteLAKE's Cognitive Services at www.byteLAKE.com/en/CognitiveServices.
► Custom AI Software Development: Choose from our range of AI services, including AI Workshops with inspiring case studies and insights, Edge AI for real-time analytics on images, videos, sounds, and time-series data, Cognitive Automation for the automation of complex tasks with software robots, and HPC for algorithm optimization across various CPU, GPU, and FPGA architectures.
► Incubation: Explore our innovative product brainello, an AI-powered document processing software that works without templates, and Ewa Guard, AI for Drones enabling large area visual analytics.
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
► byteLAKE's CFD Suite: Accelerate your Computational Fluid Dynamics (CFD) simulations by leveraging the speed and efficiency of artificial intelligence. Slash simulation times, minimize trial-and-error costs, and supercharge decision-making for heightened productivity. Learn more at www.byteLAKE.com/en/CFDSuite.
Advanced Quality Inspection and Data Insights (Artificial Intelligence)byteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
► byteLAKE's Cognitive Services: Unlock the full potential of Industry 4.0 with our comprehensive suite of AI solutions.
• Manufacturing: Employ image analytics for precise visual inspection of processes, parts, components, and products, ensuring impeccable quality control and minimizing errors. Learn more at www.byteLAKE.com/en/manufacturing.
• Automotive: Harness sound analytics to assess and analyze the quality of car engines, enabling proactive maintenance and preventing potential issues. Discover more at www.byteLAKE.com/en/automotive.
• Paper Industry: Implement advanced cameras to continuously monitor the papermaking process, accurately detecting and analyzing the wet line. Optimize production, reduce waste, and enhance efficiency. Explore further at www.byteLAKE.com/en/paper.
• Data Insights: Leverage our AI module for advanced predictive maintenance, detecting risky situations and triggering alarms. Seamlessly turn data from various sources (IoT sensors, documents, online weather forecasts, etc.) into actionable information for better decisions. Learn more at: www.byteLAKE.com/en/DataInsights.
Empowering Industries with Artificial Intelligence Solutions. At byteLAKE, we harness cutting-edge technology to provide advanced quality inspection and data insights tailored for the Manufacturing, Automotive, Paper, Chemical, and Energy sectors. Additionally, we offer self-checkout stations for Restaurants and object recognition solutions for Retail businesses.
Explore our featured products:
► byteLAKE's CFD Suite: Accelerate your Computational Fluid Dynamics (CFD) simulations by leveraging the speed and efficiency of artificial intelligence. Slash simulation times, minimize trial-and-error costs, and supercharge decision-making for heightened productivity. Learn more at www.byteLAKE.com/en/CFDSuite.
► byteLAKE's Cognitive Services: Unlock the full potential of Industry 4.0 with our comprehensive suite of AI solutions.
• Manufacturing: Employ image analytics for precise visual inspection of processes, parts, components, and products, ensuring impeccable quality control and minimizing errors. Learn more at www.byteLAKE.com/en/manufacturing.
• Automotive: Harness sound analytics to assess and analyze the quality of car engines, enabling proactive maintenance and preventing potential issues. Discover more at www.byteLAKE.com/en/automotive.
• Paper Industry: Implement advanced cameras to continuously monitor the papermaking process, accurately detecting and analyzing the wet line. Optimize production, reduce waste, and enhance efficiency. Explore further at www.byteLAKE.com/en/paper.
• Data Insights: Leverage our AI module for advanced predictive maintenance, detecting risky situations and triggering alarms. Seamlessly turn data from various sources (IoT sensors, documents, online weather forecasts, etc.) into actionable information for better decisions. Learn more at: www.byteLAKE.com/en/DataInsights.
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
Experience the future of AI-driven excellence. Discover more about byteLAKE's Cognitive Services at www.byteLAKE.com/en/CognitiveServices.
► Custom AI Software Development: Choose from our range of AI services, including AI Workshops with inspiring case studies and insights, Edge AI for real-time analytics on images, videos, sounds, and time-series data, Cognitive Automation for the automation of complex tasks with software robots, and HPC for algorithm optimization across various CPU, GPU, and FPGA architectures.
► Incubation: Explore our innovative product brainello, an AI-powered document processing software that works without templates, and Ewa Guard, AI for Drones enabling large area visual analytics.
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
Applying Industrial AI Models to Product Quality InspectionbyteLAKE
Seamlessly integrate AI, sensors, and real-time insights for
Predictive Maintenance and the superior Quality Control you are looking for. Elevate your operations with byteLAKE's AI-powered solution.
This article originally appeared on insight.tech: https://www.insight.tech/industry/applying-industrial-ai-models-to-product-quality-inspection
About the Author
Pedro Pereira has covered technology for a quarter century. He has freelanced for some of the biggest names in IT publishing and an extensive list of marketing agencies and technology vendors. He was a pioneer in covering managed services and cloud computing, and currently writes about cybersecurity, IoT, cloud, and space. He holds a degree in Journalism from UMass/Amherst.
Learn more:
https://bit.ly/45gUQVX
via @insight.tech
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
byteLAKE's expertise across NVIDIA architectures and configurationsbyteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
CFD Suite (AI-accelerated CFD) - Sztuczna Inteligencja Przyspiesza Symulacje ...byteLAKE
X Kongres #PolskaChemia za nami! Razem z AB Innovation Designer zaprezentowaliśmy rozwiązania #IT dla przemysłu chemicznego. Poniżej nagranie z naszego wystąpienia na temat: CFD Suite (AI-accelerated CFD), #SztucznaInteligencja #SI Przyspiesza Symulacje #CFD.
Prezentacja dostępna jest tutaj: https://www.slideshare.net/byteLAKE/cfd-suite-aiaccelerated-cfd-sztuczna-inteligencja-przyspiesza-symulacje-cfd-prezentacja
Nagranie: https://youtu.be/XxFSLZBwgys
Więcej informacji o byteLAKE:
byteLAKE: Rozwiązania oparte na Sztucznej Inteligencji dla Przemysłu (SI; ang. AI, Artificial Intelligence). Produkty AI dla przemysłu produkcyjnego, motoryzacyjnego, restauracyjnego, papierniczego i chemicznego.
Poznaj byteLAKE: Tworzymy innowacyjne rozwiązania oparte na Sztucznej Inteligencji dla różnych branż. Nasz zestaw narzędzi CFD Suite przyspiesza symulacje dot. obliczeniowej mechaniki płynów (CFD; ang. Computational Fluid Dynamics), skracając ich czas z godzin do minut - co pozwala zaoszczędzić koszty i szybciej podejmować decyzje. Usługi Cognitive Services usprawniają procesy produkcyjne oferując automatyczną inspekcję wizualną, w motoryzacji potrafią dokonać oceny jakości silników a w przemyśle papierniczym monitorować i analizować tzw. linię mokrą. Cognitive Services zawierają również zaawansowany moduł do analizy danych z czujników (IoT, ang. Internet of Things), który stanowi bazę systemów Predictive Maintenance, pozwalających uniknąć awarii, wykrywających ryzyka oraz generujących alarmy i umożliwiających optymalizację działania złożonych infrastruktur. W restauracjach nasze oprogramowanie rozpoznaje posiłki i umożliwia zbudowanie kas samoobsługowych, skracając czas oczekiwania. Tworzymy także oprogramowanie na zamówienie, które przy pomocy algorytmów SI/AI umożliwia precyzyjną analizę obrazów, filmów, dźwięków i danych z czujników. Zapraszamy do odwiedzenia naszej strony internetowej www.byteLAKE.pl. Angielska wersja strony: www.byteLAKE.com.
#AI #ArtificialIntelligence #FluidDynamics #OpenFOAM #Chemia #Technologia #Przemysł #Webinar #Symulacje #Fabryka #Produkcja #Manufacturing #Automotive #Industry40
byteLAKE's Scan&GO - Self-Check-Out Solution for Retail (EuroShop'23)byteLAKE
Introducing Cognitive Services for Restaurants: a powerful add-on software that revolutionizes your operations. Seamlessly recognizing meals and instantly transmitting a comprehensive list to the cashier's machine, this innovative solution is designed to elevate your restaurant experience.
Combined with the Simpra Suite, a comprehensive software package tailored for hotels and restaurants, you unlock a wealth of benefits. From efficient payment processing and order management to seamless reservations, inventory control, and loyalty program administration, Simpra Suite empowers you to streamline your entire operation with ease.
With Cognitive Services for Restaurants and Simpra Suite, you can:
► Enhance Efficiency: Optimize your workflow by automating meal recognition and instantly relaying information to the cashier's machine. Say goodbye to manual processes, reducing errors and saving valuable time.
► Improve Customer Experience: Delight your customers with swift and accurate transactions. By effortlessly managing payments, orders, reservations, and loyalty programs, you can provide a seamless and personalized dining experience.
► Boost Operational Productivity: Take control of your inventory, streamline operations, and gain valuable insights into your business performance. Simpra Suite enables you to make data-driven decisions and optimize your resources effectively.
Experience the power of Cognitive Services for Restaurants bundled with Simpra Suite—an all-encompassing software solution designed to transform your restaurant into a well-oiled machine. Elevate your customer service, increase efficiency, and unlock the full potential of your establishment. Contact us today to explore how our comprehensive suite of tools can revolutionize your business.
Learn more:
• byteLAKE's Cognitive Services for Restaurants: https://www.bytelake.com/en/AI4Restaurants (EN) and https://www.bytelake.com/pl/SI-dla-Restauracji (PL)
• Simpra Suite: www.SimpraSuite.com and www.GetSimpra.com
• Videos:
o EuroGastro'23: https://youtu.be/vY5w6kdy3io
o EuroShop'23: https://youtu.be/RsxTBjaTl2E
o Explainer video: https://youtu.be/FZmfGUyvZtk
Empowering Industries with byteLAKE's High-Performance AIbyteLAKE
Here's our latest #whitepaper we created in collaboration with our amazing friends and partners from Intel Corporation and Lenovo and Lenovo Infrastructure Solutions Group.
► Key Takeaways:
• We have optimized #byteLAKE's #CognitiveServices to #OpenVINO which for #ComputerVision related scenario translated into 8x improved performance. #VNNI (Vector Neural Network Instructions, being part of Intel® Deep Learning Boost i.e. i7 12 gen.) delivered an additional 3x improvement in performance. Both totaled in 8*3 = 24x increase in performance.
• Cognitive Services is also about #data analytics for advanced data analytics (#IoT) to keep operations running smoothly and #PredictiveMaintenance, preventing unplanned downtimes. Here we optimized our algorithms with scikit-learn-intelex which translated into speedups ranging from 1.12 to 22.14 for #AI training and up to 21.17 during inference, depending on the scenario, data types, and sizes.
• Deployment on #Lenovo's #Edge portfolio: we are excited to announce that byteLAKE's Cognitive Services are now seamlessly deployable across the complete range of Lenovo's Edge portfolio. Starting from the #ThinkEdge SE10/SE50 and spanning all the way up to the ThinkEdge SE450 Edge Server, this compatibility encompasses the utilization of Intel® Core™ i7 processor, Intel® Xeon® processors, as well as the latest Intel® #DataCenter #GPU Flex Series #IntelGPU.
• The scalability empowers our customers to effortlessly enhance the performance of their AI workloads by incorporating more powerful #CPUs and #GPUs.
► What's next?
Benchmark results for #IntelGPU. Learn more here: www.linkedin.com/feed/update/urn:li:activity:7064245763471478784 and here: https://www.linkedin.com/feed/update/urn:li:activity:7062790707945611264.
Thank you for all the support in the project: Kristina Macakova, David Clarke, Valerio Rizzo, PhD, Nicholas Borsotto, Andrzej Jankowski, Walter Riviera.
Learn more:
Cognitive Services for Manufacturing #Manufacturing #Industry4.0
www.byteLAKE.com/en/manufacturing
Cognitive Services for Automotive #Automotive #Quality
www.byteLAKE.com/en/automotive
Cognitive Services for Paper Industry #PaperIndustry #PaperMaking #WaterLine
www.bytelake.com/en/ai-for-paper-industry/
Cognitive Services for Restaurants #Restaurant #Hotel #Retail #SelfCheckOut
www.bytelake.com/en/AI4Restaurants
NEW: Cognitive Services includes an IoT/data analytics module for advanced predictive maintenance, preventing unplanned downtimes and ensuring smooth operations i.e. triggering an alarm when risky situations are detected or suggesting optimal configurations for large-scale infrastructures. More details on this new functionality will be shared in Q4 2023.
More: www.byteLAKE.com
Learn more: www.byteLAKE.com
Automatyczny Monitoring Jakości w Fabryce (Sztuczna Inteligencja, byteLAKE)byteLAKE
Automatyczny Monitoring Jakości w Fabryce, czyli jak wykorzystać kamery, mikrofony i czujniki oraz algorytmy uczenia maszynowego (ang. machine learning) czy głębokiego uczenia (ang. deep learning) by zautomatyzować kontrolę jakości oraz inspekcję produktów i procesów w przemyśle.
Dzięki algorytmom sztucznej inteligencji (SI, ang. artificial intelligence, AI) oraz danym z czujników możemy uzyskać odpowiedzi na pytania: dlaczego coś się dzieje? co się prawdopodobnie stanie? jakie są trendy?
Kamery i mikrofony stają się naszymi oczami i uszami, dzięki którym możemy zliczyć obiekty, sprawdzić ich jakość, zidentyfikować problemy typu popsute łożysko, zły kolor, brak etykiety, rysa, pęknięcie.
Dodatkowo możemy odczytać numery identyfikacyjne oraz zautomatyzować procesy kontroli jakości, logistyczne lub uzyskać informację o aktualnej sytuacji w fabryce np. czy w trakcie produkcji papieru tzw. linia mokra nie przekroczyła krytyczne rozmiary, czy w danej strefie nie jest zagrożone bezpieczeństwo pracowników.
Podobne algorytmy znajdują zastosowanie także w innych branżach np. w hotelarskiej czy restauracyjnej. Tutaj kamery mogą przeanalizować produkty wybrane przez klientów i przyspieszyć proces kompletowania listy na rachunku. Dodatkowo mogą na bieżąco zliczać wolne miejsca, monitorować postęp konsumpcji i podpowiedzieć obsłudze komu sprzątnąć stolik lub w której strefie warto dopytać o uzupełnienie napojów.
Uzupełnieniem prezentacji jest poniższy odcinek podcastu, który nagraliśmy razem z Lenovo: https://www.podbean.com/ew/pb-tvcca-11d645e
Więcej na stronach byteLAKE: www.byteLAKE.com, www.byteLAKE.pl oraz na naszym blogu: www.byteLAKE.com/en/blog.
byteLAKE's CFD Suite (AI-accelerated CFD) - AI Training at the Edge (benchmark)byteLAKE
byteLAKE's CFD Suite (AI-accelerated CFD) - AI Training at the Edge (benchmark).
This report summarizes byteLAKE’s benchmark results of the recommended hardware platform for byteLAKE’s CFD Suite’s AI training at the Edge. Key takeaways are at the end of the report.
About the product:
• CFD Suite: AI-accelerated Computational Fluid Dynamics. In the chemical industry, it reduces mixing simulation time from hours to minutes.
Related blog posts:
1. https://becominghuman.ai/bytelakes-cfd-suite-ai-accelerated-cfd-recommended-hardware-for-ai-training-part-1-3-a6c72130b1b7
2. https://marcrojek.medium.com/bytelakes-cfd-suite-ai-accelerated-cfd-recommended-hardware-for-ai-training-at-the-edge-part-574f4663338e
3. https://marcrojek.medium.com/bytelakes-cfd-suite-ai-accelerated-cfd-recommended-hardware-for-ai-training-at-the-edge-3-3-1a5abbba552c
More: https://www.byteLAKE.com/en/CFDSuite and https://www.byteLAKE.com/en/AI4CFD-toc (blog post series).
byteLAKE
Artificial Intelligence for Industries. AI Products for Manufacturing, Automotive, Restaurants, Paper, and Chemical Industries.
About byteLAKE
We are a software company, focused on building Artificial Intelligence products for various industries. byteLAKE's CFD Suite leverages AI to reduce CFD (Computational Fluid Dynamics) chemical mixing simulations’ time from hours to minutes. byteLAKE's Cognitive Services offers a collection of pre-trained AI models for Industry 4.0 and Restaurants. In manufacturing, these are used to visually inspect processes, parts, components, or products. In automotive, Cognitive Services leverages microphones to assess the quality of car engines. In the paper industry, Cognitive Services leverages cameras to monitor the papermaking process and detect, measure, and analyze the wet line. In restaurants, Cognitive Services typically acts as an add-on software that recognizes meals and sends a list of these to the cashier's machine, ultimately reducing lines and the overall waiting time. The company also offers custom AI software development for real-time analytics of images, videos, sounds, and time-series data. To learn more about byteLAKE’s innovations, go to www.byteLAKE.com.
AI in Manufacturing: moving AI from Idea to ExecutionbyteLAKE
#AI and #HPC convergence is here and is here to stay and accelerate innovations across industries. The increased availability of data, hardware advancements leading to increased computational capabilities, and new algorithms and mathematical models have collectively resulted in the accelerated AI expansion in all sorts of applications. This, however, creates high computational needs which naturally have been more and more successfully addressed by HPC (High-Performance Computing). In that sense, AI & HPC complement each other. HPC infrastructure is often used to train AI’s powerful algorithms by leveraging huge amounts of sample data (training set) and in that way enables AI models (trained algorithms) to recognize shapes, objects (machine vision), find answers hidden in the data (predictive maintenance, data analytics) or accelerate time to results (predict the outcome of complex engineering simulations).
We at byteLAKE have been closely working with Lenovo, Lenovo Infrastructure Solutions Group, Intel Corporation, NVIDIA and many more to ensure that our AI-powered products not only help our clients efficiently automate various operations and reduce time and cost but also are highly optimized and make the most of the hardware and software infrastructure where they are deployed. Besides our efforts in bringing AI solutions to the paper industry and manufacturing in general (which I described in my previous post), our efforts in bringing value thru AI in the chemical industry highly benefit from HPC's capabilities to dynamically scale and keep up with performance requirements. Our product, #CFDSuite (AI-accelerated CFD) leverages HPC to efficiently analyze historic CFD simulations and makes it possible for our clients to predict their outcomes on various edge devices i.e. laptops, desktop PCs or local edge servers. And with that in mind, I am very happy to see the byteLAKE team becoming one of the drivers of AI & HPC convergence and leveraging it to bring innovations to various industries.
Links:
- byteLAKE's Cognitive Services: www.byteLAKE.com/en/CognitiveServices (Cognitive Services (AI for Paper Industry & Manufacturing)). Related blog post series: www.byteLAKE.com/en/CognitiveServices-toc
- byteLAKE's CFD Suite: www.byteLAKE.com/en/CFDSuite. Related blog post series: www.byteLAKE.com/en/AI4CFD-toc
- byteLAKE’s CFD Suite (AI-accelerated CFD) — HPC scalability report: https://marcrojek.medium.com/bytelakes-cfd-suite-ai-accelerated-cfd-hpc-scalability-report-25f9786e6123 (full report: https://www.slideshare.net/byteLAKE/bytelakes-cfd-suite-aiaccelerated-cfd-hpc-scalability-report-april21)
- byteLAKE's CFD Suite (AI-accelerated CFD) - product community: www.bytelake.com/en/AI4CFD-pt2 (LinkedIn and Facebook groups)
#AI #IoT #Manufacturing #Automotive #Paper #PaperIndustry #ChemicalIndustry #CFD #FluidDynamics #OpenFOAM #ArtificialIntelligence #DeepLearning #MachineLearning #ComputerVision #Automation #Industry40
Have you seen Intel's latest IoT RFP Ready Kit Solutions Playbook yet? We are happy to see byteLAKE's Cognitive Services there! We have already deployed our product in Paper Mills where our solution helps monitor the paper-making process and avoid expensive downtimes. Also, the cognitive services have been successfully deployed in manufacturing, helping production engineers optimize various operations related to faulty parts early detection. Besides AI-assisted Visual Inspection, we have upgraded the product with AI-powered Big Data analytics where we can find answers hidden in data received via various IoT sensors like microphones for instance. Yet so much more is on our roadmap! Plus, we have also optimized all our AI software with Intel's latest OpenVINO, ensuring excellent performance, compatibility across various configurations, matching GPU performance and most importantly, reducing the total cost of ownership for our clients!
Links:
- Intel® IoT RFP Ready Kit Solutions Playbook: https://www.intel.com/content/www/us/en/products/solutions/iot/playbook.html
- byteLAKE @ Intel® Solutions Marketplace: https://marketplace.intel.com/s/partner/a5S3b0000002k8EEAQ/bytelake?language=en_US
- byteLAKE: www.byteLAKE.com/en/CognitiveServices, Intel's Gold Partner
- Cognitive Services (AI for Paper Industry & Manufacturing)
(related blog post series: www.byteLAKE.com/en/CognitiveServices-toc)
- Case Studies: https://www.intel.com/content/www/us/en/data-center/idc-bytelake-case-study.html and https://www.insight.tech/retail/paper-mills-press-on-with-ai-visual-inspection
- Interview: https://youtu.be/bUt9J7FMyVs
Powered by Intel AI, #OpenVINO
#AI #IoT #Manufacturing #Automotive #Paper #PaperIndustry #ChemicalIndustry #CFD #FluidDynamics #OpenFOAM #ArtificialIntelligence #DeepLearning #MachineLearning #ComputerVision #Automation #Industry40
byteLAKE pioneers the use of AI and HPC to provide automated and data-driven solutions for its customers. Case study: https://www.intel.com/content/www/us/en/data-center/idc-bytelake-case-study.html
byteLAKE
Artificial Intelligence for Chemical Industry, Paper Industry and Manufacturing.
We build AI products and help design custom AI software.
About byteLAKE
byteLAKE is a software company that builds Artificial Intelligence products for the chemical industry, paper industry and manufacturing. byteLAKE's CFD Suite leverages AI to reduce CFD (Computational Fluid Dynamics) chemical mixing simulations’ time from hours to minutes. byteLAKE's Cognitive Services offer AI-assisted Visual Inspection and Big Data analytics for the paper industry, detecting and visually inspecting the so-called Water Line and complex tasks automation for manufacturing. The company also offers custom AI software development for real-time data analytics (image / video / sound / time-series). To learn more about byteLAKE’s innovations, go to www.byteLAKE.com.
Sztuczna Inteligencja dla Biznesu (Made In Wroclaw 2020)byteLAKE
Made in Wrocław to święto wrocławskich innowacji. Zespół byteLAKE zaprezentował wybrane rozwiązania dla Przemysłu 4.0.
Linki:
- wideo: https://youtu.be/4n0VVKqPcfo (pena relacja: https://youtu.be/YzOew04BAXs)
- seria powiązanych wpisów na blogu: https://www.byteLAKE.com/en/CognitiveServices-toc
- www.byteLAKE.com/en/CognitiveServices
- Podcast w RadioLUZ: https://bit.ly/3kcsJiV
- Podcast w RadioRAM: https://www.radioram.pl/articles/view/40257/FutuRAM-Made-In-Wroclaw-2020-PODCAST
AI for Manufacturing (Machine Vision, Edge AI, Federated Learning)byteLAKE
Artificial intelligence and machine learning technologies are transforming key industries like manufacturing, finance, retail, and healthcare. Edge computing and federated learning are emerging approaches that can help address challenges around data privacy, bandwidth constraints, and latency. Edge AI runs optimized models directly on devices to analyze data and only send results rather than raw data. Federated learning leverages local AI models across edge devices to improve performance while keeping sensitive data private. Together these approaches help make AI more scalable, responsive and privacy-preserving for industries.
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Speck&Tech
ABSTRACT: A prima vista, un mattoncino Lego e la backdoor XZ potrebbero avere in comune il fatto di essere entrambi blocchi di costruzione, o dipendenze di progetti creativi e software. La realtà è che un mattoncino Lego e il caso della backdoor XZ hanno molto di più di tutto ciò in comune.
Partecipate alla presentazione per immergervi in una storia di interoperabilità, standard e formati aperti, per poi discutere del ruolo importante che i contributori hanno in una comunità open source sostenibile.
BIO: Sostenitrice del software libero e dei formati standard e aperti. È stata un membro attivo dei progetti Fedora e openSUSE e ha co-fondato l'Associazione LibreItalia dove è stata coinvolta in diversi eventi, migrazioni e formazione relativi a LibreOffice. In precedenza ha lavorato a migrazioni e corsi di formazione su LibreOffice per diverse amministrazioni pubbliche e privati. Da gennaio 2020 lavora in SUSE come Software Release Engineer per Uyuni e SUSE Manager e quando non segue la sua passione per i computer e per Geeko coltiva la sua curiosità per l'astronomia (da cui deriva il suo nickname deneb_alpha).
Digital Marketing Trends in 2024 | Guide for Staying AheadWask
https://www.wask.co/ebooks/digital-marketing-trends-in-2024
Feeling lost in the digital marketing whirlwind of 2024? Technology is changing, consumer habits are evolving, and staying ahead of the curve feels like a never-ending pursuit. This e-book is your compass. Dive into actionable insights to handle the complexities of modern marketing. From hyper-personalization to the power of user-generated content, learn how to build long-term relationships with your audience and unlock the secrets to success in the ever-shifting digital landscape.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Project Management Semester Long Project - Acuityjpupo2018
Acuity is an innovative learning app designed to transform the way you engage with knowledge. Powered by AI technology, Acuity takes complex topics and distills them into concise, interactive summaries that are easy to read & understand. Whether you're exploring the depths of quantum mechanics or seeking insight into historical events, Acuity provides the key information you need without the burden of lengthy texts.
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slackshyamraj55
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.