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Machine Learning for Commercial Projects

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Presented our work in computer vision. The projects includes: Traffic Surveillance, OCR for Receipts, Barcode Scanner using Google Vision API

Publié dans : Données & analyses
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Machine Learning for Commercial Projects

  1. 1. Machine Learning for Commercial Projects by Abdul Wahid
  2. 2. Who AM I Abdul Wahid Founder GleeTech Co-Founder Polanyio • Started working as a Software Engineer in 2005. • PhD (Machine Learning). • 2016, Victoria University of Wellington • Develops intelligent digital products. • Passionate about • AI/Machine Learning • Big Data • Tech Startups/Businesses
  3. 3. Machine Learning Services • Computer Vision • Forecasting • NLP/Chatbots • Predictive Analytics • Deep Learning • Recommendation Systems • Market Intelligence • People Intelligence • ChatBots • Intelligent Automation
  4. 4. Recent Machine Learning Projects • Computer Vision • Traffic Surveillance • Object Detection and tracking • OCR for Receipts • Barcode App • Face recognition • Forecasting • Demand forecasting for energy data • Detecting home appliances from energy data (Disaggregation) • Time series Analysis for Financial data • NLP • Malware detection • Sentiment Analysis • Entity Recognition and Disambiguation • Chabots
  5. 5. Traffic Surveillance
  6. 6. Barcode Scanner • Barcode image recognition • Native App
  7. 7. OCR for Receipts Training Data Real Life Data Results
  8. 8. Challenges • No Data • AI can do anything • Too technical even for technical people • Budget • High accuracy • User Experience • Scalability • Hardware - GPUs • AWS too expensive

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