Dataset Versions

v7

2023-03-22 1:50pm

Generated on Mar 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%
3261Images
Valid Set 8%
310Images
Test Set 4%
159Images

Preprocessing

Resize: Stretch to 640x640
Modify Classes: 4 remapped, 23 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -32% and +32%
Noise: Up to 5% of pixels

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