Dataset Versions

v8

2023-12-17 9:47am

Generated on Dec 17, 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 86%
996Images
Valid Set 9%
102Images
Test Set 5%
55Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Filter by Tag: 0 required, 2 dropped

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%

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