Dataset Versions

v10

2023-01-10 3:22pm

Generated on Jan 10, 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 82%
1800Images
Valid Set 13%
293Images
Test Set 5%
104Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Brightness: Between -25% and +25%
Exposure: Between -50% and +50%
Blur: Up to 5px
Noise: Up to 10% of pixels

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