Shypd.aiThe largest open index of AI toolsSingle-Underwater-Image-Enhancement-and-Color-Restoration is an open-source Python implementation for enhancing and restoring underwater images. It addresses quality degradation due to light absorption and scattering, offering various enhancement methods.
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Single-Underwater-Image-Enhancement-and-Color-Restoration is a Python implementation designed to improve the quality of underwater images. It is based on a comprehensive review paper titled "An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging." The tool provides various methods for both color restoration and image enhancement, tackling common issues like light absorption and scattering that degrade underwater image quality. Users can implement techniques such as Dark Channel Prior (DCP), Image Blurriness and Light Absorption (IBLA), and Contrast Limited Adaptive Histogram Equalization (CLAHE). The project is open-source and available on GitHub, requiring Python 3.6 and several common libraries like OpenCV and NumPy for execution. It offers an easy usage workflow: place input images in a specified folder, run a Python script, and find the enhanced images in an output folder.
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