Dataset Versions

v1

2022-03-16 5:05pm

Generated on Mar 16, 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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1 Total Images

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Dataset Split

Train Set %
0Images
Valid Set %
0Images
Test Set 100%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Saturation: Between -99% and +99%
Brightness: Between -20% and +20%
Noise: Up to 10% of pixels
Bounding Box: Noise: Up to 11% of pixels

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