AITeams

chess_detect24

Object Detection

chess_detect24 Image Dataset

v3

2024-01-25 7:28pm

Generated on Jan 26, 2024

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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.
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Dataset Split

Train Set 69%
6441Images
Valid Set 13%
1219Images
Test Set 18%
1657Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416
Grayscale: Applied

Augmentations

Outputs per training example: 3
Blur: Up to 0.7px
Noise: Up to 1.8% of pixels