Identify chess pieces using AI

Below is a free classifier to identify chess pieces. Just upload your image, and our AI will predict what chess piece it is - in just seconds.

chess pieces identifier

How this classifier works

To start, upload your image. Our AI tool will then predict what chess piece it is.

This pretrained image model uses the Chess Piece Detector dataset and is built with 1200 samples across 13 labels, including White Knight, Black Pawn, and 11 others.

We'll also show a confidence score (the higher the number, the more confident the AI model is of what chess piece it is).

Whether you’re a tech-minded chessmaster, just curious, or building chess pieces detection into your application, we hope our classifier proves helpful.

Need to identify chess pieces at scale?

Get API or Zapier access to this classifier for free. It's perfect for:

  • Board game manufacturers: Streamline quality control by detecting missing or incorrect chess pieces in sets before packaging.

  • Online chess platforms: Improve user experience by automatically identifying chess pieces in uploaded images for game analysis.

  • Educational software: Enhance learning tools by integrating chess piece recognition to help students study game positions.

  • Retail inventory management: Simplify stock taking of chess sets by identifying and counting pieces through images.

  • Chess tournament broadcasting: Automate the detection and display of chess pieces for live game analysis and broadcasting.

  • Machine learning education: Provide real-world datasets for students to train and test image classification models.

  • Security and surveillance: Monitor chess games in public spaces to ensure fair play and detect suspicious activity.

Want this classifier for your business?

In just minutes you can automate a manual process or validate your proof-of-concept.

Learn more