Dataset Versions

v4

2023-11-22 10:08am

Generated on Nov 22, 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%
1023Images
Valid Set 10%
117Images
Test Set 3%
39Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Grayscale: Apply to 39% of images
Bounding Box: Blur: Up to 8.75px
Bounding Box: Noise: Up to 3% of pixels

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