3D-chessboard-and-piece-recognition

Detects a real chessboard on digital image, classifies each piece, visualizes the state of the board in a standard 2D format.

Project for the image processing course.

** See the report **

Contributors

• Aron Katona
• Andrada Petcu

Results

Input image

Image after perspective correction and piece classification

Visualization of the state of the board

Acknowledgements

• dataset: https://public.roboflow.com/object-detection/chess-full/24
• notebook used for training: https://colab.research.google.com/drive/1U3fkRu6-hwjk7wWIpg-iylL2u5T9t7rr
• dataset: https://github.com/opencv/opencv/tree/4.5.2/samples/data
• visualization images: https://lichess.org/