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Gesture Recognition Based on Coral USB Accelerator

Last Updated Date 2022-06-20

Course Sorts:Talent Cultivation Project for Intelligence Network System and Application ／ Alliance of Intelligence Device SoC and Application
Course Introduction:

單元1：介紹人工智慧與深度學習的發展與近年流行的物件辨識模型。
單元2：介紹物件辨識與物件追蹤的概念。
單元3：講解YOLO之理論並實做YOLO物件辨識模型。
單元4：於Raspberry Pi上實做手勢追蹤與辨識並結合 Google Coral加速棒，比較使用加速棒前後的辨識速度以及效能之差異。

Course Introduction Video:

Course Attachments

Update Time 2022-05-25 15:21:05

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Unit 1: Introduction to Deep Learning

智慧晶片-終端裝置聯盟-基於Coral USB加速棒之手勢追蹤與辨識-單元一：深度學習介紹-1.pdf(2.55 MB)

Update Time 2022-05-25 15:21:05

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Unit 2: Object Tracking

智慧晶片-終端裝置聯盟-基於Coral USB加速棒之手勢追蹤與辨識-單元二：物件追蹤-1.pdf(2.20 MB)

Update Time 2022-05-25 15:21:06

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Unit 3: Object Detection with YOLOv4

智慧晶片-終端裝置聯盟-基於Coral USB加速棒之手勢追蹤與辨識-單元三：YOLOv4物件辨識-1.pdf(1.80 MB)

Update Time 2022-05-25 15:21:06

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Unit 4: Gesture Recognition Based on Coral USB Accelerator

智慧晶片-終端裝置聯盟-基於Coral USB加速棒之手勢追蹤與辨識-單元四：基於Coral USB加速棒之手勢追蹤與辨識-1.pdf(1.22 MB)