Curious Steve
TRENDING
  • Curiosities
  • Buying Guides
No Result
View All Result
  • Home
  • Tech
    • News
    • Buying Guides
  • Reviews
    • PC & Laptop
    • ROM Reviews
    • Mobile
    • App & Website
    • Automobiles
  • Tutorials
    • Computer
    • Mobile
    • Internet
  • Gaming
  • Curiosities
SUBSCRIBE
  • Home
  • Tech
    • News
    • Buying Guides
  • Reviews
    • PC & Laptop
    • ROM Reviews
    • Mobile
    • App & Website
    • Automobiles
  • Tutorials
    • Computer
    • Mobile
    • Internet
  • Gaming
  • Curiosities
No Result
View All Result
Curious Steve
No Result
View All Result
Home Reviews

tencentarc/gfpgan: Restore Blurry Photos Using AI

This website can restore your blurry photos using AI

Suresh Kumar by Suresh Kumar
February 6, 2023
in App & Website
Reading Time: 5 mins read
A A
tencentarcgfpga_sample 2
Share on FacebookShare on Twitter

tencentarc/gfpgan: Blurry photos can be a frustrating problem for photographers of all levels. Whether you’re using a high-end camera or smartphone, it’s easy to end up with a blurry photo that ruins an otherwise great shot. There are several common causes of blurry photos, including camera shake, slow shutter speed, and incorrect focus. One of the most common reasons for blurry images is camera shake. Blurring during photography is caused by motion of the camera itself. This occurs most often when the shutter speed is too slow. Sometimes you think you took the perfect shot, only to have it turn out fuzzy because you accidentally shake the camera.

Photographers can be very upset when they take blurry pictures of “the moment,” because these memories are often irreplaceable. When trying to take pictures of things that move quickly, photographers find it hard to get a clear, sharp image. Afterall everything is not in our hands and control. Not everything is in our hands and under our control, after all. But that could change now. With AI progressing to a whole new level, you can now easily unblur the image.

AI : How it helps?

Artificial intelligence (AI) can be used to help restore blurry images by analyzing the image and attempting to recover lost details. This is how it works:

READ ALSO

PureStatus: Say Goodbye to Blurry WhatsApp Status [Explained]

PureStatus: Say Goodbye to Blurry WhatsApp Status [Explained]

September 1, 2023
Gopeed Logo

Gopeed: High-Speed Downloader for Windows, Mobile, and MAC

July 14, 2023
jk47-jersey-store-review-logo

JK47 Jersey Store Review: Best Football Jerseys Online in India

August 8, 2023
Gamma_App_PPT with-AI

Gamma App: Create PPT Using AI Easily

April 7, 2023
Load More
  • Deblurring Algorithms: AI algorithms analyze the image’s patterns and features using mathematical models. They use this information to generate an estimate of the original, unblurred image. To produce the best possible result, the algorithms take into account the specific blur type (e.g., motion blur, out-of-focus blur, etc.).
  • Neural Networks: AI neural networks are machine learning models that can be trained to identify patterns in images. By taking a blurry image as input and producing a sharp, clear image as output, these networks can be used to deblur images.
  • Super-Resolution: AI can also be used to boost the resolution of blurry images, effectively restoring lost details. This technique, known as super-resolution, analyses the image and generates a higher-resolution version of the original image using AI algorithms.

Whether using deblurring algorithms, neural networks, or super-resolution techniques, AI can help restore the details lost due to blur, resulting in clearer, sharper images. There are several tools available online to assist you with this. Tencentarc/gfpgan is one such tool that can assist you in unblurring images with AI.

What is Tencentarc & What is Replicate?

Before going to reveal more about tencentarc, you have to know about replicate. Replicate is a cloud-based platform that allows users to run open-source machine learning models. It includes a user-friendly interface for deploying and running pre-trained models, as well as tools for managing and monitoring the models once they are in use. Users can use Replicate to run models for tasks like image classification, object detection, and natural language processing, among others. TensorFlow, PyTorch, and scikit-learn are among the popular machine learning frameworks available on the platform. This enables users to select the framework and model that best meets their needs while ignoring the underlying infrastructure.

ADVERTISEMENT

TencentARC/GFP-GAN is a deep learning model for generating images. It works on GAN. Generative Adversarial Networks (GANs) are a type of deep learning model that are used to generate new data that is similar to a given training dataset. In a GAN, the generator network generates new images, while the discriminator network evaluates the generated images. It determines whether they are sufficiently similar to the training images. The discriminator and generator networks are adversarial trained, with the generator attempting to produce images that are indistinguishable from the training images and the discriminator attempting to accurately identify generated images. The generator can learn to generate high-quality images.

ADVERTISEMENT

tencentarcgfpgan sample 1

This tool can unblur images to a greater extent, and the results are incredible. I experimented with various blurred images and was not disappointed at all. The tool works like a charm and unblur every image you threw at it. All you need to do is:

TENCENTARC/GFPGAN

How to Use tencentarc/gfpgan

  1. Go to the above link .
  2. You can upload your images via Webcam or through your File Manager.
  3. Select the version to v1.4 (Default)
  4. After that, select scale and give it a value between 1 to 10.  (Rescaling factor refers to a scalar value that is used to change the size or scale of an object or image). For best results give 7.
  5. Submit your image.

Voila, your image will be unblurred within seconds. Here are some results I’ve tested and have a look at the results. They are quite astonishing.

I’ve tested about 12 images and the tool was able to perfectly restore about 8 of them. However, as we all know, AI is still in its early stages and will take a long time to improve. The same holds true for this tool. Sometimes, this tool is changing facial features all at once. The tool has totally changed the features of Justin, Jay-z & Kim Kardashian. This is the drawback that I observed while using it. Just look at the image below.

Sample


Stay tuned for more interesting tech news and reviews. Follow us on Telegram and YouTube for more interesting tech news coverage.

Telegram  |  YouTube

tencentarcgfpga_sample 2
tencentarc/gfpgan: Restore Blurry Photos Using AI
Final Words
AI-based image restoration is not a perfect solution, and the results can vary depending on the type of blur and the quality of the original image. However, this tool is a definite try for everyone who seeks to restore you blurred or old images.
Ease of use
8.7
Working (8 out 12 Images Correctly Restored)
8.1
Uniqueness (IDEA)
7.8
Processing Speeds
8.8
Reader Rating1 Vote
10
PROS
AI Image Restoration
Generation of new image based on old
Good restoration quotient
Not time taking
CONS
Sometimes, facial features getting changed
8.4
Amazing
Gallery
Replicate.com
tencentarcgfpgan sample 1
Visit Website
tencentarc/gfpgan
Tags: #artificialintelligenceai artificial intelligenceai concept artartificial intelligencebest ai photo enhancerdatascienceface enhancementfacial enhancementfpgagfpgangfpgan - ai face restorationgfpgan on windowsgfpgan photoshopgfpgan setupgfpgan tutorialgithub - gfpganhttps://replicate.com/tencentarc/gfpganimage enhanceimage enhancementphoto enhancephoto enhancertencentarctencentarc/gfpgan
ShareTweetShare
ADVERTISEMENT
Suresh Kumar

Suresh Kumar

I'm a Tech Enthusiast, Blogger & YouTuber. I enjoy writing about my experiences, predominantly about Tech & Gadgetry. Binge watching Prime, Netflix & History TV are my hobbies. You can find me on social media links given below.

Related Posts

PureStatus: Say Goodbye to Blurry WhatsApp Status [Explained]
Reviews

PureStatus: Say Goodbye to Blurry WhatsApp Status [Explained]

September 1, 2023
Gopeed Logo
Reviews

Gopeed: High-Speed Downloader for Windows, Mobile, and MAC

July 14, 2023
jk47-jersey-store-review-logo
Reviews

JK47 Jersey Store Review: Best Football Jerseys Online in India

August 8, 2023
Gamma_App_PPT with-AI
Reviews

Gamma App: Create PPT Using AI Easily

April 7, 2023
Snapedit-App-Review
Reviews

Snapedit: The Best Magic Eraser Replacement

March 31, 2023
replit-review
Reviews

Replit Review: Now Coding on Mobile Phones Easy

January 26, 2023

Discussion about this post

Follow US

  • 89 Followers
  • 600 Subscribers

Advertisement

Newsletter

Subscribe to Email Updates

Subscribe to receives daily updates direct to your inbox!

Recent Posts

  • PureStatus: Say Goodbye to Blurry WhatsApp Status [Explained]
  • Sketch.metademolab: Bring children’s drawings to life [Explained]
  • YouTube Digest: This Chrome Extension can Save a lot of Time
  • Apple Personal Voice iOS17: How it Works? [Explained]
  • Wrumer: Turn Your Boring Car to a Racing Wizard [Explained]
ADVERTISEMENT
  • About
  • Disclaimer
  • Privacy & Policy
  • Terms
  • Contact
No Result
View All Result
  • Home
  • Tech
    • News
    • Buying Guides
  • Reviews
    • PC & Laptop
    • ROM Reviews
    • Mobile
    • App & Website
    • Automobiles
  • Tutorials
    • Computer
    • Mobile
    • Internet
  • Gaming
  • Curiosities

© 2020 Curious Steve - Powered by Wordpress Let's Get Curious.

Welcome Back!

Login to your account below

Forgotten Password?

Retrieve your password

Please enter your username or email address to reset your password.

Log In

Add New Playlist

This website uses cookies. By continuing to use this website you are giving consent to cookies being used. Visit our Privacy and Cookie Policy.