Dataset Versions

v1775

2023-03-21 2:57pm

Generated on Mar 21, 2023

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 71%
4160Images
Valid Set 19%
1079Images
Test Set 10%
580Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 896 remapped, 0 dropped

Augmentations

Outputs per training example: 1
Bounding Box: Blur: Up to 2px

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