Dataset Versions

v3

2023-11-25 7:17pm

Generated on Nov 25, 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.
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Dataset Split

Train Set 83%
147Images
Valid Set 11%
19Images
Test Set 6%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1024x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 30% of images
Blur: Up to 0.75px
Noise: Up to 1% of pixels
Bounding Box: Rotation: Between -15° and +15°

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