Dataset Versions

v4

2024-12-06 2:44pm

Generated on Dec 6, 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.
Other Formats
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Dataset Split

Train Set 96%
4740Images
Valid Set 3%
155Images
Test Set 1%
63Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 5
Flip: Horizontal, Vertical
Grayscale: Apply to 25% of images
Exposure: Between -35% and +35%
Blur: Up to 1.6px
Bounding Box: Brightness: Between -35% and +35%

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