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
59 Jan 08, 2023
9 Apr 10, 2022
14 Nov 06, 2022
2 Dec 12, 2021
8 Nov 18, 2022
1 Nov 07, 2022
1 Dec 20, 2021
3 Mar 02, 2022
3 May 14, 2022
5 Nov 17, 2022
4 Sep 25, 2022
6 Mar 27, 2022
35 Jan 05, 2023
46 Dec 23, 2022
254 Jan 05, 2023
1 Nov 19, 2021
3 Dec 26, 2021
371 Dec 31, 2022
92 Dec 02, 2022
13 Oct 18, 2022