Dataset Versions

v3

2021-12-30 11:23am

Generated on Dec 30, 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 82%
951Images
Valid Set 9%
104Images
Test Set 9%
99Images

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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