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TFUG Jetson Nano, Edge TPU & TF Lite micro
• Object Detection
API
•
•NVIDIA TensorRT Jetson Nano
$ cd && git clone https://github.com/karaage0703/
object_detection_tools
$ cd ~/object_detection_tools/models
$ ./get_ssdlite_mobilenet_v2_coco_model.sh
$ cd ~/object_detection_tools
$ python3 scripts/object_detection.py -l='models/coco-
labels-paper.txt' -m=‘models/
ssdlite_mobilenet_v2_coco_2018_05_09/
frozen_inference_graph.pb’ -d=‘jetson_nano_raspi_cam’
NIPS2015 "Hidden Technical Debt in Machine Learning Systems"
AIエッジデバイス入門 〜記録するカメラから思考するカメラへ〜
AIエッジデバイス入門 〜記録するカメラから思考するカメラへ〜
AIエッジデバイス入門 〜記録するカメラから思考するカメラへ〜
AIエッジデバイス入門 〜記録するカメラから思考するカメラへ〜
AIエッジデバイス入門 〜記録するカメラから思考するカメラへ〜
AIエッジデバイス入門 〜記録するカメラから思考するカメラへ〜

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AIエッジデバイス入門 〜記録するカメラから思考するカメラへ〜

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  • 7. TFUG Jetson Nano, Edge TPU & TF Lite micro
  • 8.
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  • 38. $ cd && git clone https://github.com/karaage0703/ object_detection_tools $ cd ~/object_detection_tools/models $ ./get_ssdlite_mobilenet_v2_coco_model.sh $ cd ~/object_detection_tools $ python3 scripts/object_detection.py -l='models/coco- labels-paper.txt' -m=‘models/ ssdlite_mobilenet_v2_coco_2018_05_09/ frozen_inference_graph.pb’ -d=‘jetson_nano_raspi_cam’
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  • 52. NIPS2015 "Hidden Technical Debt in Machine Learning Systems"