Dataset Versions

v6

2023-12-08 9:57am

Generated on Dec 8, 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.
Other Formats
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Dataset Split

Train Set 87%
2586Images
Valid Set 9%
266Images
Test Set 4%
110Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224
Grayscale: Applied
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Crop: 17% Minimum Zoom, 28% Maximum Zoom
Grayscale: Apply to 37% of images
Bounding Box: Blur: Up to 8.5px
Bounding Box: Noise: Up to 10% of pixels

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