Dataset Versions

v2

2023-08-25 5:36pm

Generated on Aug 25, 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 90%
930Images
Valid Set 10%
103Images
Test Set %
0Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 7% Maximum Zoom
Grayscale: Apply to 4% of images
Hue: Between -14° and +14°
Saturation: Between -23% and +23%
Brightness: Between -9% and +9%
Exposure: Between -8% and +8%
Blur: Up to 2px
Cutout: 5 boxes with 6% size each

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