Dataset Versions

v7

2024-08-07 1:20pm

Generated on Aug 7, 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 93%
1839Images
Valid Set 4%
75Images
Test Set 4%
74Images

Preprocessing

Resize: Stretch to 256x256

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -5° and +5°
Blur: Up to 1px
Noise: Up to 0.93% of pixels
Cutout: 6 boxes with 3% size each

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