Dataset Versions

v5

2023-08-22 9:18pm

Generated on Aug 22, 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 87%
3894Images
Valid Set 8%
370Images
Test Set 4%
188Images

Preprocessing

Resize: Stretch to 1024x1024
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -81% and +81%
Exposure: Between -17% and +17%
Bounding Box: Noise: Up to 5% of pixels

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