Dataset Versions

v11

2024-05-02 7:50am

Generated on May 2, 2024

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 %
0Images
Valid Set 33%
17Images
Test Set 67%
35Images

Preprocessing

Auto-Orient: Applied
Filter Null: Do not filter any null images.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Shear: ±4° Horizontal, ±5° Vertical
Brightness: Between -25% and +0%
Blur: Up to 0.9px
Bounding Box: Flip: Horizontal
Bounding Box: Crop: 0% Minimum Zoom, 13% Maximum Zoom
Bounding Box: Shear: ±1° Horizontal, ±1° Vertical
Bounding Box: Blur: Up to 0.9px

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