Dataset Versions

v9

2023-11-27 8:41am

Generated on Nov 27, 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 88%
2934Images
Valid Set 8%
278Images
Test Set 4%
141Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -24% and +24%
Brightness: Between -19% and +19%
Exposure: Between -9% and +9%
Blur: Up to 1px
Noise: Up to 2% of pixels

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