Suraj Kachate

text-label detection

Object Detection

text-label detection Image Dataset

v3

2023-11-09 6:55pm

Generated on Nov 9, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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Dataset Split

Train Set 82%
40Images
Valid Set 12%
6Images
Test Set 6%
3Images

Preprocessing

Resize: Stretch to 1080x1080
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 2
Grayscale: Apply to 25% of images
Saturation: Between -33% and +33%
Exposure: Between -25% and +25%
Bounding Box: Brightness: Between -29% and +29%