/FFF_deblur

Python image sequnce deblurring algorithm

Primary LanguagePythonOtherNOASSERTION

๐ŸŽฏ FocusFrameFinder: Your AI-Powered Image Sequence Lifesaver! ๐Ÿ“ท๐Ÿ’ฅ

๐Ÿ”ฅ Welcome aboard! You've stumbled upon the FocusFrameFinder - your one-stop Python sidekick to conquer the world of blurry images in your sequences. Whether you're on a mission to generate top-notch Neural Radiance Fields (NeRFs) ๐ŸŒŒ, creating eye-popping 3D models ๐Ÿž from 2D images, or just decluttering your image library ๐Ÿ—ƒ, we got your back!

๐ŸŽข What's The Ride About?

Dealing with blurry images is like having pineapple on your pizza ๐Ÿ๐Ÿ• - it's not for everyone. FocusFrameFinder uses the magic of the Variance of Laplacian (VoL) ๐ŸŽฉ๐Ÿ”ฎ to quantify the blur in each image. Think of it as your very own image sorting hat ๐Ÿง™โ€โ™‚๏ธ! This cool cat ๐Ÿฑโ€๐Ÿ navigates through each image, calculates a 'Focus Measure' and sorts out the fuzzier ones to a different corner.

๐Ÿš€ Features

  1. Smart Blur Buster ๐Ÿค“: Armed with the Variance of Laplacian method to quantify the blur.
  2. Automatic Sorting & Isolation ๐Ÿ—‚: Moves the blurry guys to their own sub-folder. Out of sight, out of mind!
  3. You're The Boss! ๐Ÿ•น: Set your own threshold for what you consider too blurry.
  4. Stats Galore ๐Ÿ“Š: Min, max, average, median - you name it! Helping you choose the right threshold.

๐Ÿ’ก Perfect For...

  • Neural Radiance Fields (NeRFs) ๐ŸŒŒ: Only the best for your NeRFs!
  • Photogrammetry ๐Ÿ—บ: Your 3D models deserve sharp, clear images.
  • Image Library Cleanup ๐Ÿงน: Get rid of those blurry nuisances and enjoy your pristine image collection!

Say ๐Ÿ‘‹ to blurry frames and let FocusFrameFinder handle the grunt work!

Ready, Set, Go! ๐Ÿ

Hop on to USAGE.md to kickstart your journey with FocusFrameFinder.

Get Involved! ๐Ÿค

We dig open-source and would love for you to drop in! Check CONTRIBUTING.md for the lowdown.

The Boring Stuff ๐Ÿ“œ

This project is rolling under the MIT license. Head over to LICENSE.md for more yawn-inducing details.

Ready to dive into the world of clear, blur-free images? Jump on the FocusFrameFinder express! ๐Ÿš„๐ŸŒˆ