Dataset Versions

v4

519

Generated on May 19, 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%
582Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Static Crop: 7-100% Horizontal Region, 20-73% Vertical Region

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -12° and +12°
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 10% Maximum Zoom

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