Poul Guo Skov

Piece detection

Object Detection

Piece detection Image Dataset

v1

2024-01-11 8:04am

Generated on Jan 11, 2024

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 90%
255Images
Valid Set 8%
23Images
Test Set 2%
5Images

Preprocessing

Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -50% and +50%
Brightness: Between -25% and +25%
Bounding Box: Shear: ±0° Horizontal, ±10° Vertical