datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
chess-board-to-fen
Chess Image To FEN Dataset
1M rows (80/20 train test split)
perfect split between opening, middle game and late game (33% of each)
Random variations applied to image (7 themes, board rotation and coordinates)
chessboard-dataset-yolo
Chessboard Corner Pose Dataset ♟️📐
1. Dataset Description
This dataset is designed for Keypoint Detection (Pose Estimation) tasks, specifically to detect the 4 semantic corners of a chessboard from various camera angles.
It is intended to be used as Phase 1 of a Chess Move Tracking pipeline. The detected keypoints are used to calculate the Homography matrix for Perspective Warping (straightening the board).
Task: Keypoint Detection (YOLO-Pose)
Format: YOLOv8 / YOLO11… See the full description on the dataset page: https://huggingface.co/datasets/surawut/chessboard-dataset-yolo.Chessboard-digital-images_with_fen
Chessboard Detection Dataset
This dataset consists of a total of 64,386 chessboard images and corresponding YOLO-format label files.
Dataset Breakdown
Images: 64,386 total
train: 57,928
val: 6,458
Labels: 64,386 total (one .txt per image)
train: 57,928
val: 6,458
Each label file contains bounding boxes for the pieces on the board using YOLO format. The dataset includes 12 classes:
6 white pieces
6 black pieces
Data Collection & Annotation… See the full description on the dataset page: https://huggingface.co/datasets/MohammedHemed/Chessboard-digital-images_with_fen.chessboard_image_evaluationchessboard_combined_datachess-board-segmentation
Chess Piece Detection Dataset: chess-board-4
Dataset Description
This dataset contains chess piece detection annotations in YOLOv8 format.
Chess board segmentation dataset with polygon annotations for precise board detection and localization. Optimized for YOLOv8 segmentation training with chess-board class.
Dataset Structure
The dataset follows the YOLOv8 format with the following structure:
train/: Training images and labels
valid/: Validation images and… See the full description on the dataset page: https://huggingface.co/datasets/dopaul/chess-board-segmentation.chess-board-detectionchessboard_0427Supp_PGD_Bicycle_Chessboard_epsilon0.05_10samples_3constraintsSupp_PGD_Banana_Chessboard_epsilon0.05_10samples_3constraintsAdaptiveDefense_Feb10_PGD_Banana_Chessboard_epsilon0.1_10samples_3constraintsAdaptiveDefense_Feb10_PGD_Mice_Chessboard_epsilon0.1_10samples_3constraintsAdaptiveDefense_Feb10_PGD_Bicycle_Chessboard_epsilon0.1_10samples_3constraintsSupp_PGD_Mice_Chessboard_epsilon0.05_10samples_3constraints