Image-Denoising-with-Convolutional-Denoising-Autoencoders

Image denoising using convolutional denoising autoencoders

MIT License

Stars
25
View Code on GitHub View on X
Ecosystems: Jupyter Notebook

Image-denoising-using-convolutional-denoising-autoencoders

Image denoising using convolutional denoising autoencoders

Executing

The names of the notebook indicate the dataset names used to train the models. To see the code running follow these steps

  1. Install tensorflow, scipy, keras, pickle and jupyter notebook
  2. Open required notebook using jupyter notebook
  3. Change directory path of dataset and you are good to go!

Downloading dataset

  1. mini-MIAS dataset : http://peipa.essex.ac.uk/info/mias.html
  2. Dental X-Ray Dataset : https://mynotebook.labarchives.com/share/Vahab/MjAuOHw4NTc2Mi8xNi9UcmVlTm9kZS83NzM5OTk2MDZ8NTIuOA==
Related Projects
tensorflow-imagenet

Jupyter notebook templates for training or fine-tuning on ImageNet using TensorFlow.

20 Feb 2017 5
neural_image_captioning

Neural image captioning (NIC) implementation with Keras 2.

11 Mar 2017 175
deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

13 Jan 2017 4,014
visual_prompting

Official implementation and data release of the paper "Visual Prompting via Image Inpainting".

05 Sep 2022 274
privateml

Machine Learning with SPDZ

02 Feb 2018 19
anomaly-detection-using-autoencoders

This is the implementation of Semi-supervised Anomaly Detection using AutoEncoders

17 May 2020 44
UNet-in-Tensorflow

U-Net implementation in Tensorflow

18 May 2017 191
Image-Denoising-with-Deep-CNN

Denoising images with a Convolution-Deconvolution Stacked Structure

23 Aug 2017 4
atrous-monodepth

Monocular Depth Estimation using Atrous Convolutions

18 Oct 2018 9
cvnet

have fun with image AI

23 Aug 2018 4
xview2

Code for xView2 challenge (https://xview2.org/) submission. 2nd place submission in Track 3: "Eva...

02 Oct 2019 57
moving_mnist

Exploring Moving Mnist dataset with forecasting algorithms

10 Jul 2020 31
MachineVisionMiniProject

Image Classification

19 Jun 2023 0
i2k-skimage-napari

Repository for the scikit-image, napari, & friends tutorial at I2K 2020

27 Nov 2020 5