Dataset Versions

v9

2023-05-27 5:16pm

Generated on May 27, 2023

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.
Other Formats
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Dataset Split

Train Set 92%
1584Images
Valid Set 8%
135Images
Test Set 0%
3Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Saturation: Between -15% and +15%
Noise: Up to 1% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Brightness: Between -16% and +16%
Bounding Box: Exposure: Between -15% and +15%

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