Banglish_Orginal Dataset

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2024-07-01 3:36pm
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2024-06-27 8:50am
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2024-06-27 6:08am

Generated on Jun 27, 2024
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4517 Total Images

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Dataset Split

Train Set 88%
3993Images
Valid Set 7%
322Images
Test Set 4%
202Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 13% Maximum Zoom
Rotation: Between -8° and +8°
Shear: ±7° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Saturation: Between -32% and +32%
Brightness: Between -21% and +21%
Exposure: Between -14% and +14%
Blur: Up to 2.5px
Noise: Up to 0.53% of pixels
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Exposure: Between -10% and +10%

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