Dataset Versions

v4

2023-11-08 12:49am

Generated on Nov 7, 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 88%
1080Images
Valid Set 8%
96Images
Test Set 4%
49Images

Preprocessing

Resize: Stretch to 800x800
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Mosaic: Applied