Dataset Versions

v11

2022-10-14 3:40pm

Generated on Oct 14, 2022

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 87%
1092Images
Valid Set 7%
91Images
Test Set 5%
66Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 1280x1280
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise
Rotation: Between -10° and +10°
Brightness: Between -25% and +25%

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