Dataset Versions

v3

2022-10-04 4:15pm

Generated on Oct 4, 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 100%
3621Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Saturation: Between -19% and +19%
Brightness: Between -10% and +0%
Exposure: Between -10% and +10%
Blur: Up to 0.5px
Cutout: 3 boxes with 8% size each
Bounding Box: Brightness: Between -9% and +9%
Bounding Box: Blur: Up to 0.5px

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