Dataset Versions

v11

2024-04-08 4:03am

Generated on Apr 7, 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 87%
6102Images
Valid Set 9%
652Images
Test Set 4%
298Images

Preprocessing

Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 19% Maximum Zoom
Rotation: Between -4° and +4°
Shear: ±6° Horizontal, ±6° Vertical
Brightness: Between -22% and +22%

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