Dataset Versions

v3

2023-06-08 11:07pm

Generated on Jun 8, 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 87%
1735Images
Valid Set 8%
163Images
Test Set 4%
89Images

Preprocessing

Resize: Fill (with center crop) in 360x480
Grayscale: Applied

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 0% Minimum Zoom, 45% Maximum Zoom
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Brightness: Between -10% and +10%
Bounding Box: Exposure: Between -10% and +10%

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