hawonp / Blackjack-101

Card-Detection

Final Project for CSE 327

Inspiration from Geaxgx's project: https://www.youtube.com/watch?v=pnntrewH0xg&t=191s

Card Generation taken from (made 40,000 unique images): https://github.com/geaxgx/playing-card-detection

Used AlexeyAB's fork of YoloV3 to train yolov3-tiny over 40,000 images: https://github.com/AlexeyAB/darknet

How to run

navigate to blackjack directory and run darknet_video.py

Weights (Put inside model folder)

yolov3-tiny-card_best.weights: https://drive.google.com/file/d/1cfRIHE5qYCH67R_r5aBxEK3vBtmfY-cC/view?usp=sharing

yolov3-card.weights: https://drive.google.com/file/d/1Ok4sIYQ7QZqkt2zDu0_KhVqZGWko_TmA/view?usp=sharing

Credits to

AlexeyAB, Geaxgx, YoloV3