AI APPLICATIONS

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WAVELET DENOISING OF IMAGES

(https://huggingface.co/spaces/Wajihh57/wavelet-image-denoising)

This interactive web application allows you to denoise images using advanced wavelet transform techniques. Perfect for demonstrating signal processing concepts and practical image enhancement.

✨ Features

• 🖼️ Flexible Image Input: Use the default Cameraman image or upload your own grayscale images

• 🔊 Noise Simulation: Add controllable Gaussian noise with adjustable variance for testing

• 🌊 Wavelet Denoising: Remove noise using wavelet thresholding with multiple wavelet types

• ⚙️ Customizable Parameters: Choose from different wavelet types (Haar, Daubechies, Symlets, Coiflets) and decomposition levels

• 📊 Quality Metrics: Real-time MSE and PSNR calculations to measure denoising performance

• 💾 Download Results: Save processed images directly from the browser

• 📈 Performance Analysis: Visual comparison of original, noisy, and denoised images

Developed By: Wajihh57