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Text2HD v.1

2xRealPLKSRby asterixcool

Purpose: Upscale text in very low quality to normal quality.

The upscale model is specifically designed to enhance lower-quality text images, improving their clarity and readability by upscaling them by 2x. It excels at processing moderately sized text, effectively transforming it into high-quality, legible scans. However, the model may encounter challenges when dealing with very small text, as its performance is optimized for text of a certain minimum size. For best results, input images should contain text that is not excessively small.

Training details (5)
Date
2024-08-27
Dataset
Scanned books and text
Dataset size
8000
Training iterations
168000
Training batch size
8

Model

Architecture
RealPLKSR
Scale
2x
Color Mode

Rights

CC-BY-SA-4.0
Private use
Commercial use
Distribution
Modifications
Credit required
Same License
State Changes
No Liability & Warranty
Disclaimer

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