Dataset Versions

v8

2022-04-27 7:32pm

Generated on Apr 27, 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 98%
1413Images
Valid Set %
0Images
Test Set 2%
28Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 300x300
Grayscale: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 5% of pixels
Cutout: 5 boxes with 5% size each
Bounding Box: Rotation: Between -10° and +10°

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