Dataset Versions

v7

2024-02-14 10:58pm

Generated on Feb 15, 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.
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Dataset Split

Train Set 81%
482Images
Valid Set 7%
41Images
Test Set 12%
72Images

Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: Diamond-E-Ciggirate
Resize: Stretch to 150x150

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Blur: Up to 1.6px
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -30° and +30°
Bounding Box: Exposure: Between -10% and +10%

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