Dataset Versions

v10

2022-05-22 12:08pm

Generated on May 22, 2022

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%
2805Images
Valid Set 8%
264Images
Test Set 4%
135Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Cutout: 25 boxes with 3% size each
Bounding Box: Flip: Horizontal
Bounding Box: Crop: 0% Minimum Zoom, 40% Maximum Zoom
Bounding Box: Brightness: Between -10% and +10%
Bounding Box: Exposure: Between -5% and +5%

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