Dataset Versions

v4

2022-08-08 4:46am

Generated on Aug 7, 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.
Other Formats
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Dataset Split

Train Set 30%
982Images
Valid Set 6%
207Images
Test Set 64%
2086Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 2
Flip: Horizontal
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -3° and +3°
Saturation: Between -5% and +5%
Brightness: Between -8% and +8%
Exposure: Between -5% and +5%
Blur: Up to 0.25px

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