Dataset Versions

v3

2024-06-07 3:23pm

Generated on Jun 7, 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 88%
975Images
Valid Set 8%
92Images
Test Set 4%
46Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 150x150

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Brightness: Between -25% and +25%

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