Dataset Versions

v8

2024-10-23 6:31am

Generated on Oct 23, 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.
Other Formats
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Dataset Split

Train Set 70%
14728Images
Valid Set 15%
3159Images
Test Set 15%
3159Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 4
Flip: Horizontal
Hue: Between -90° and +90°
Brightness: Between -40% and +40%
Blur: Up to 5px

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