Dataset Versions

v5

2024-09-24 7:26pm

Generated on Sep 24, 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 85%
3348Images
Valid Set 11%
414Images
Test Set 5%
178Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320

Augmentations

Outputs per training example: 2
Blur: Up to 2.5px
Noise: Up to 7.46% of pixels
Bounding Box: Rotation: Between -15° and +15°

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