Dataset Versions

v10

2022-05-22 8:52pm

Generated on May 22, 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 85%
1908Images
Valid Set 9%
195Images
Test Set 7%
148Images

Preprocessing

Resize: Stretch to 256x256

Augmentations

Outputs per training example: 3
Flip: Horizontal
Exposure: Between -27% and +27%
Blur: Up to 2px
Noise: Up to 11% of pixels

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