Dataset Versions

v5

2022-11-06 2:31pm

Generated on Nov 6, 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%
405Images
Valid Set 8%
36Images
Test Set 5%
23Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 22% of images
Hue: Between -75° and +75°
Noise: Up to 5% of pixels

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