Dataset Versions

v14

2022-05-26 1:36am

Generated on May 25, 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 87%
3123Images
Valid Set 8%
301Images
Test Set 4%
158Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 500x500

Augmentations

Outputs per training example: 3
Saturation: Between -42% and +42%

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