Somebody has finished the work about exporting YOLOv5 models to tflite model. To use it, we only need to:
git clone --single-branch --branch tf-export https://github.com/zldrobit/yolov5.git cd yolov5 # it will download all pytorch models sh -x weights/download_weights.sh # export a tflite model from yolov5l PYTHONPATH=. python3 models/tf.py --weights yolov5l.pt --cfg models/yolov5l.yaml --img 640 # there will be a tflite model file ls yolov5l-fp16.tflite
The model file
yolov5l-fp16.tflite is 91MB, which is a little too big but still could be put into a mobile phone.