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dark-channel-prior

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Several image/video enhancement methods, implemented by Java, to tackle common tasks, like dehazing, denoising, backscatter removal, low illuminance enhancement, featuring, smoothing and etc.

  • Updated May 15, 2019
  • Java

Neural Ocean is a project that addresses the issue of growing underwater waste in oceans and seas. It offers three solutions: YoloV8 Algorithm-based underwater waste detection, a rule-based classifier for aquatic life habitat assessment, and a Machine Learning model for water classification as fit for drinking or irrigation or not fit.

  • Updated Jun 12, 2023
  • Jupyter Notebook

🎓 Welcome to our final year project! We're tackling the issue of hazy images using the Dark Prior Channel method. 🌫️✨ Dust, fog, and haze often blur details, making visuals unclear. Our goal is to enhance images by removing these distortions, creating clearer and sharper visuals! 🚀📸

  • Updated Oct 8, 2024

The research goal is to quantitatively evaluate the performance of DCP Morphology and CAP HLP, individually and in combination with CLAHE, in improving image visibility and quality under hazy conditions. The findings aim to guide the selection and optimization of dehazing methods for enhanced computer vision in challenging environmental scenarios.

  • Updated Jun 18, 2024
  • MATLAB

A python project to desmoke/dehaze image from the selected directory with human being and animal detection for the rescue operation during fire outbreaks or disasters etc. It can also be used for the normal dehazing operation on images.

  • Updated Jun 10, 2024
  • Python

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