- Run the model.py
- pip install requirements.txt
- After that CD into yolov5
- Run the below command for training
python3 train.py --img 640 --batch 16 --epochs 5 --data coco128.yaml --freeze 10 11 12 13 14 15 16 17 18 19 20 21 22 23 --weights yolov5m.pt --cfg ./models/yolov5m.yaml
- Run the below command for testing
python3 detect.py --weights ./runs/train/exp_number/weights/best.pt --save-conf --save-txt --source ../dataset/test/images/
- We get all the label files individually, running
python results.py
will give us a single text file. In the results.py file, instead of exp_number, a number for the tested labels we want to combine should be given. If running for the first time, it should usually be 1.
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