Dataset Versions

v7

2024-07-13 5:44pm

Generated on Jul 13, 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 90%
291Images
Valid Set 5%
15Images
Test Set 5%
16Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 26% Maximum Zoom
Grayscale: Apply to 15% of images
Brightness: Between -20% and +20%
Blur: Up to 2.5px
Noise: Up to 1.8% of pixels

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