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Object detection and classification example on Coral and OpenCV with camera

Tested with

  • Raspberry Pi (Raspbian Buster)
  • OpenCV3 (python3-opencv)
  • TensorFlow Lite 1.14.0 (TensorFlow should be uninstalled)
  • Coral USB Accelerator
  • Raspberry Pi Camera or Web camera (Logicool)

Object detection

cd object_detection

bash install_requirements.sh

python3 detect_opencv.py --model models/ssd_mobilenet_v2_coco_quant_postprocess_edgetpu.tflite --labels models/coco_labels.txt 

Classification

cd classification

bash install_requirements.sh

python3 classify_opencv.py --model models/mobilenet_v1_1.0_224_quant_edgetpu.tflite --labels models/labels_mobilenet_quant_v1_224.txt

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