Dataset Versions

v1

2022-10-25 12:13am

Generated on Oct 24, 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.
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Dataset Split

Train Set 86%
69Images
Valid Set %
0Images
Test Set 14%
11Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -21° and +21°
Shear: ±13° Horizontal, ±8° Vertical
Saturation: Between -41% and +41%
Brightness: Between -25% and +25%
Bounding Box: Flip: Horizontal

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