Dataset Versions

v7

2022-09-10 8:33am

Generated on Sep 10, 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%
1332Images
Valid Set 8%
125Images
Test Set 5%
69Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1024x1024
Modify Classes: 5 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Noise: Up to 7% of pixels

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