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 Oct 29, 2022
37 Dec 28, 2022
2 Jan 04, 2022
3 Jan 26, 2022
2 Dec 21, 2021
74 Jun 09, 2022
2 Sep 12, 2022
42 Nov 26, 2022
28 Dec 16, 2022
50 Sep 08, 2022
9 Oct 31, 2022
1 Mar 01, 2022
5 Oct 28, 2022
22 Nov 12, 2022
7 Aug 09, 2022
2 Jan 29, 2022
7 Jun 21, 2022
2 Dec 06, 2021
6 Mar 05, 2022
11 Jul 15, 2022