Dataset Versions

v2

2023-08-01 11:18pm

Generated on Aug 2, 2023

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 75%
9Images
Valid Set 25%
3Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -20° and +20°
Exposure: Between -56% and +56%
Bounding Box: Crop: 0% Minimum Zoom, 51% Maximum Zoom
Bounding Box: Rotation: Between -19° and +19°
Bounding Box: Blur: Up to 8.25px

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