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persian digits

Object Detection

persian digits Image Dataset

v23

2024-02-29 5:38pm

Generated on Feb 29, 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 100%
13812Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Fit (white edges) in 40x40
Grayscale: Applied
Modify Classes: 0 remapped, 2 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 2
Rotation: Between -3° and +3°
Shear: ±3° Horizontal, ±3° Vertical
Brightness: Between -4% and +4%
Exposure: Between -2% and +2%
Blur: Up to 0.1px
Noise: Up to 0.38% of pixels