Dataset Versions

v2

2021-12-29 7:12pm

Generated on Dec 29, 2021

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 91%
1191Images
Valid Set 5%
64Images
Test Set 4%
59Images

Preprocessing

Resize: Stretch to 256x256

Augmentations

Outputs per training example: 3
Flip: Horizontal
Exposure: Between -16% and +16%
Blur: Up to 2px
Noise: Up to 8% of pixels

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