Dataset Versions

v9

2023-01-31 11:54am

Generated on Jan 31, 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%
111Images
Valid Set 8%
10Images
Test Set 5%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

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

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