Dataset Versions

v8

2024-06-21 9:51am

Generated on Jun 21, 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 88%
2538Images
Valid Set 8%
238Images
Test Set 4%
120Images

Preprocessing

Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: Crop: 0% Minimum Zoom, 5% Maximum Zoom
Bounding Box: Rotation: Between -1° and +1°
Bounding Box: Shear: ±3° Horizontal, ±3° Vertical
Bounding Box: Blur: Up to 1.4px
Bounding Box: Noise: Up to 0.1% of pixels

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