I introduce YOLOv5s model with PlayingCards dataset. This model could be used to detect different hand in Vietnamese card game such as Thirteen, Baccarat and Blackjack

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Baccarat (Ba Cao)

Thirteen (Tien Len) 1

Thirteen (Tien Len) 2

Blackjack (Xi Dach) 1

Blackjack (Xi Dach) 2

Firstly, you need to clone this repository

• Open terminal
• Creat new folder: mkdir cards_yolov5
• Move to folder: cd cards_yolov5
• Clone repository: git clone https://github.com/khoitran2003/Vietnamese-card-game

Secondly, you need to creat Python virtual environment to try this model

• Open terminal in cards_yolov5 folder

Ubuntu

• Create venv: python3 -m venv cards_yolov5
• Activate venv: source cards_yolov5/bin/activate

Window

• Create venv: python -m venv cards_yolov5
• Activate venv: cards_yolov5\Scripts\activate

Mac

• Create venv: python3 -m venv cards_yolov5
• Activate venv: source cards_yolov5/bin/activate

Thirdly, you need to install requirement packages

• pip/pip3 install -r requirements.txt

Finally, run detect.py in terminal and enjoy! (source 0: camera)

python/python3 detect.py --weights small_best.pt --kind "Tien Len" --source 0
                                                                                           "Ba Cao"
                                                                                           "Xi Dach"

THANK YOU SO MUCH