Dataset Versions

v41

2024-11-24 10:50pm

Generated on Nov 25, 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%
1215Images
Valid Set 8%
116Images
Test Set 4%
54Images

Preprocessing

Resize: Fit within 480x320

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 14% Maximum Zoom
Grayscale: Apply to 5% of images
Blur: Up to 1.5px

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