Dataset Versions

v4

2024-04-17 11:13pm

Generated on Apr 17, 2024

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 72%
3696Images
Valid Set 15%
763Images
Test Set 13%
663Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Hue: Between -25° and +25°
Brightness: Between -20% and +0%
Blur: Up to 1px
Noise: Up to 1.01% of pixels

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