Dataset Versions

v3

2022-09-06 11:23am

Generated on Sep 6, 2022

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%
165Images
Valid Set %
0Images
Test Set 8%
14Images

Preprocessing

Grayscale: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 3% Maximum Zoom
Rotation: Between -4° and +4°
Shear: ±4° Horizontal, ±3° Vertical
Brightness: Between -33% and +33%
Blur: Up to 2px
Noise: Up to 8% of pixels
Bounding Box: Rotation: Between -4° and +4°
Bounding Box: Brightness: Between -10% and +10%
Bounding Box: Exposure: Between -12% and +12%
Bounding Box: Blur: Up to 0.75px

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