Zalo AI challenge 2021 5K-Compliance
Prepare data: Dữ liệu của ban tổ chức cung cấp nằm trong folder dataset/train. Kết quả sau khi chia chính xác như các file txt
Clone yolov5 và mô hình yolov5x6 và thay thế file detect.py
git clone https://github.com/ultralytics/yolov5
scp detect.py yolov5
cd yolov5
wget https://github.com/ultralytics/yolov5/releases/download/v6.0/yolov5x6.pt
python detect.py --weights yolov5x6.pt --source /dataset/train/images --img 1536 --conf-thres 0.1 --iou-thres 0.7 --nosave --classes 0 --augment
cd ..
python3 prepare_mask_dataset.py
python3 prepare_distance_dataset.py
train mask model
bash script_train_mask/runtrain1.sh
bash script_train_mask/runtrain2.sh
bash script_train_mask/runtrain3.sh
bash script_train_mask/runtrain4.sh
bash script_train_mask/runtrain5.sh
train distance model
bash script_train_distance/runtrain1.sh
bash script_train_distance/runtrain2.sh
bash script_train_distance/runtrain3.sh
bash script_train_distance/runtrain4.sh
bash script_train_distance/runtrain5.sh
inference
2 Sep 16, 2022
71 Dec 29, 2022
71 Nov 18, 2022
414 Nov 16, 2022
33 Apr 19, 2022
2 Sep 22, 2022
2 Apr 10, 2022
1 Dec 18, 2021
484 Jan 01, 2023
12 Dec 18, 2022
93 Dec 31, 2022
1 Dec 26, 2021
63 Oct 21, 2022
9 Nov 03, 2022
78 Nov 01, 2022
1 Nov 16, 2021
513 Jan 02, 2023
400 Dec 27, 2022
12 Apr 05, 2022
176 Dec 21, 2022