Skip to content
#

denoising-autoencoders

Star

Here is 1 public repository matching this topic...

Language: R
Filter by language
All 134 Jupyter Notebook 70 Python 56 MATLAB 3 Java 1 PureBasic 1 R 1 TeX 1

gabrielelobosco / denoising-autoencoder-r

Star 0

Image Denoising with Autoencoders in R (University Project) Built a convolutional autoencoder in R using Keras/TensorFlow to perform image denoising on MNIST and CIFAR-10 datasets with varying levels of Gaussian noise. Achieved up to 33.6 dB PSNR on MNIST (σ = 0.1). Using PSNR, SSIM to evaluate the model. Technologies: R, Keras, TensorFlow

machine-learning r ai deep-learning academic image-processing mnist academic-project ia cifar10 denoising-autoencoders image-denoising denoising autoencoder-mnist autoencoder-cifar10 denoising-mnist-data
  • Updated Jul 30, 2025
  • R

Improve this page

Add a description, image, and links to the denoising-autoencoders topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the denoising-autoencoders topic, visit your repo's landing page and select "manage topics."

Learn more