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Introduction
Setting up Virtual Environment
Develop Custom Object Detection Dataset
Annotating custom dataset in YOLO format
Setup YOLO v8 repository
Train YOLO v8 custom
Run custom object detector on images
Run custom object detector on videos
Run custom object detector on webcam
Export YOLO v8 to ONNX or TFLITE
Introduction
What is EdgeTPU?
Connecting Google Coral USB Accelerator
3 steps to run an object detection model on EdgeTPU
Step 1: Compile the TFLite model
Step 2: Install the EdgeTPU runtime
Step 3: Enable EdgeTPU when running the model
Demo
EdgeTPU model code
Coral’s repository of pretrained models
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