Streamlit app that identifies the noise type in an image (ResNet-18), then denoises it with a type-specific RIDNet in overlapping patches. PSNR 28 to 35 dB on test images.
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May 26, 2025 - Python
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noise-classification
Here are 5 public repositories matching this topic...
BSc.-Thesis "Noise classification of traffic noise on embedded systems" conducted at FHV (AT) in cooperation with NTi-Audio AG (FL)
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Nov 4, 2022 - C
Classifying image noise type (Gaussian, Periodic, Salt & Pepper) with histogram features and scikit-learn models
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Oct 10, 2026 - Jupyter Notebook
CAP6614-Fall2025: Adaptive noise-type routing CNN that classifies and denoises images via specialized branches, compared against a unified model across MNIST, CIFAR, and STL-10. UCF Final Project.
python computer-vision deep-learning cnn pytorch ssim image-denoising psnr ucf adaptive-routing noise-classification cap6614
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May 1, 2026 - Python
This project classifies environmental sounds using MFCC features and an SVM classifier to distinguish different real-world audio events.
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Mar 5, 2026 - Python
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