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AI +電腦視覺+嵌入式系統

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AI +電腦視覺+嵌入式系統

  1. 1. 未來的科技人才? 32
  2. 2. 就資通訊產業而言 33 機器人 物聯網 影像處理AIAI
  3. 3. IoT 技術架構 34
  4. 4. IT 技術趨勢 IoT=MCU+Sensor+Communication+Web AIoT=AI+ IoT 35
  5. 5. 怎麼”套用” DEEP LEARNING 36
  6. 6. 1.) Familiar with one of DL framework Deep learning frameworks offer building blocks for designing, training and validating deep neural networks 37
  7. 7. 2.) Buy a GPU enable Computer 38
  8. 8. AI與物聯網趨勢並起翻轉嵌入式設計思維 39 。 (Edge Computing)邊緣運算 (Edge Computing)
  9. 9. 邊緣運算: 嵌入式AI技術實現架構 Raspberry Pi Intel NCS Nvidia TX2 Development Kit Computer Vision using OpenCV Deep Learning DNN Reinforceme nt Learning CNN RNN GAN Embedded Linux or
  10. 10. Artificial Intelligence at the edge on-board AI to process complex data without relying on network connectivity. AI at the Edge is the future of industry, transforming processes in manufacturing, industrial inspection, agriculture, general robotics, security, and AI cities. 41 https://developer.nvidia.com/embedded-computing Jetson TX2 終端裝置AI運算的實現
  11. 11. JETSON TX2 開發人員套件 42
  12. 12. 43
  13. 13. Deep Learning on computer vision Image Recognition Object Detection Segmentation 44
  14. 14. 更多其他深度學習的應用領域 45
  15. 15. Load a pre-trained model on Raspberry Pi 3 PredictTest data Maker界的 Edge Computing Neural Compute Stick
  16. 16. 47 https://movidius.github.io/ncsdk/ncs.html
  17. 17. Deep Learning on Mobile phone 48 Convolutional Neural Networks
  18. 18. Demo Project see our Youtube 49
  19. 19. http://bit.ly/2L7F1bo
  20. 20. 51 http://bit.ly/2rKAAen
  21. 21. 52 http://bit.ly/2IpJ01j
  22. 22. http://bit.ly/2wLKNw8

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