Dataset Versions

v4

2023-09-19 9:06pm

Generated on Sep 19, 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.
Other Formats
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Dataset Split

Train Set 91%
135Images
Valid Set 6%
9Images
Test Set 3%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 300x160

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 16% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -70% and +70%
Brightness: Between -35% and +35%
Noise: Up to 6% of pixels

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