Added AI-Powered Super-Resolution and Image Restoration for Historical Photos model

[Peart-Guy]

Related Issue

[Cite any related issue(s) this pull request addresses. If none, simply state “None”] None

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Closes #328

Description

This project aims to create an AI-Powered Image Restoration Tool that transforms low-quality historical photos by upscaling, denoising, and adding realistic color. Using deep learning, it revives old images with stunning clarity and detail, preserving memories in a vibrant, lifelike form. Perfect for heritage conservation and digital archiving!

Type of PR

• [ ] Bug fix
• [x] Feature enhancement
• [ ] Documentation update
• [ ] Other (specify): ___

Screenshots / videos (if applicable)

[Attach any relevant screenshots or videos demonstrating the changes]

Checklist:

• [x] I have performed a self-review of my code
• [x] I have read and followed the Contribution Guidelines.
• [x] I have tested the changes thoroughly before submitting this pull request.
• [x] I have provided relevant issue numbers, screenshots, and videos after making the changes.
• [x] I have commented my code, particularly in hard-to-understand areas.

Additional context:

[Include any additional information or context that might be helpful for reviewers.]

[Peart-Guy]

@Aryan-Chharia I have done the work. Kindly check it out and please give Level 3. It will be an honor

[Peart-Guy]

@Aryan-Chharia I have done the work. Kindly check it out and please give Level 3. It will be an honor

[Aryan-Chharia]

add results as well. Also explain what the methodology you have used. Also remove your linkedin and github credentials. They are not required

[Peart-Guy]

@Aryan-Chharia I have made the changes Kindly check it out

[Peart-Guy]

@Aryan-Chharia Please give Level 3. it will be an honor

[Aryan-Chharia]

it won't be

[Peart-Guy]

it won't be

At least level 2. as it is ML model

[Aryan-Chharia]

no