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
1 Nov 03, 2021
5 Sep 20, 2022
10 Mar 07, 2022
1.4k Dec 29, 2022
1 Jan 08, 2022
31 Dec 07, 2022
0 Nov 17, 2022
206 Jan 03, 2023
16 Nov 26, 2022
6 Jun 07, 2022
159 Dec 09, 2022
5 Aug 28, 2022
6 Aug 21, 2022
6 Jan 18, 2022
31 Nov 12, 2022
1 Dec 31, 2021
17 Jan 06, 2023
1 Jan 23, 2022
4 Sep 16, 2022
238 Sep 21, 2022