Dataset Versions

v17

2022-11-16 4:37pm

Generated on Nov 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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Dataset Split

Train Set 94%
1833Images
Valid Set 6%
107Images
Test Set 0%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 360x360
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%

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