Dataset Versions

v4

2023-11-27 1:47pm

Generated on Nov 27, 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 92%
249Images
Valid Set 8%
22Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 360x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 26% Maximum Zoom
Rotation: Between -38° and +38°
Shear: ±15° Horizontal, ±15° Vertical

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