Dataset Versions

v3

2023-03-28 5:21pm

Generated on Mar 28, 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 94%
1965Images
Valid Set 5%
108Images
Test Set 0%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 226x226
Modify Classes: 0 remapped, 3 dropped

Augmentations

Outputs per training example: 3
Hue: Between -5° and +5°
Saturation: Between -3% and +3%
Bounding Box: Brightness: Between -5% and +5%
Bounding Box: Blur: Up to 0.75px
Bounding Box: Noise: Up to 2% of pixels

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