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
130 May 28, 2022
2 Dec 18, 2021
4 Nov 02, 2022
104 Dec 01, 2022
4 Jun 20, 2021
22 Sep 19, 2022
26 Jan 04, 2023
4 Sep 16, 2022
328 Dec 29, 2022
0 Mar 25, 2022
1 Dec 17, 2021
1 Dec 02, 2022
0 Jan 03, 2022
26 Aug 05, 2022
1 Dec 07, 2021
5 Aug 04, 2022
1 Feb 17, 2022
6 May 19, 2022
21 Dec 29, 2022
1 Dec 03, 2021