RubensZimbres/Repo-2017

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

Language: Python - Size: 40.4 MB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 1,192 - Forks: 677

hwalsuklee/tensorflow-mnist-VAE

Tensorflow implementation of variational auto-encoder for MNIST

Language: Python - Size: 374 KB - Last synced at: 15 days ago - Pushed at: about 8 years ago - Stars: 496 - Forks: 181

wblgers/tensorflow_stacked_denoising_autoencoder

Implementation of the stacked denoising autoencoder in Tensorflow

Language: Python - Size: 11 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 191 - Forks: 85

hwalsuklee/tensorflow-mnist-CVAE

Tensorflow implementation of conditional variational auto-encoder for MNIST

Language: Python - Size: 590 KB - Last synced at: about 23 hours ago - Pushed at: almost 8 years ago - Stars: 150 - Forks: 41

dr-costas/mad-twinnet

The code for the MaD TwinNet. Demo page:

Language: Python - Size: 308 KB - Last synced at: 10 months ago - Pushed at: about 2 years ago - Stars: 111 - Forks: 26

eelxpeng/UnsupervisedDeepLearning-Pytorch

This repository tries to provide unsupervised deep learning models with Pytorch

Language: Python - Size: 22.6 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 83 - Forks: 26

LahiruJayasinghe/DeepDOA

Finding Direction of arrival (DOA) of small UAVs using Sparse Denoising Autoencoders and Deep Neural Networks.

Language: Python - Size: 444 KB - Last synced at: 12 months ago - Pushed at: over 6 years ago - Stars: 70 - Forks: 38

greenelab/adage

Data and code related to the paper "ADAGE-Based Integration of Publicly Available Pseudomonas aeruginosa..." Jie Tan, et al · mSystems · 2016

Language: Python - Size: 79.1 MB - Last synced at: 12 days ago - Pushed at: almost 9 years ago - Stars: 61 - Forks: 30

ReyhaneAskari/pytorch_experiments

Auto Encoders in PyTorch

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nabulago/anomaly-event-detection

Paper Detecting anomalous events in videos by learning deep representations of appearance and motion on python, opencv and tensorflow. This paper uses the stacked denoising autoencoder for the the feature training on the appearance and motion flow features as input for different window size and using multiple SVM as a single c

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abhisheksambyal/Autoencoders-using-Pytorch-Medical-Imaging

Medical Imaging, Denoising Autoencoder, Sparse Denoising Autoencoder (SDAE) End-to-end and Layer Wise Pretraining

Language: Jupyter Notebook - Size: 10.9 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 38 - Forks: 10

enhuiz/langevin-dynamics-and-score-matching

A demo shows how to combine Langevin dynamics with score matching for generative models.

Language: Python - Size: 23.9 MB - Last synced at: 18 days ago - Pushed at: over 4 years ago - Stars: 37 - Forks: 4

louisyuzhe/MachineLearning_NILM

Undergraduate research by Yuzhe Lim in Spring 2019. Field of research: Deep Neural Networks application on NILM (Nonintrusive load monitoring) for Energy Disaggregation

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GINK03/kaggle-dae

kaggleのporto-seguro-safe-driver-prediction, michaelのsolver

Language: Python - Size: 28.7 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 32 - Forks: 8

atomicarchitects/DeNS

[TMLR 2024] Generalizing Denoising to Non-Equilibrium Structures Improves Equivariant Force Fields

Language: Python - Size: 11.4 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 31 - Forks: 2

nsarang/ImageDenoisingAutoencdoer

Denoising images with a Deep Convolutional Autoencoder - Implemented in Keras

Language: Jupyter Notebook - Size: 39.7 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 27 - Forks: 13

Tikquuss/meta_XLM

Cross-lingual Language Model (XLM) pretraining and Model-Agnostic Meta-Learning (MAML) for fast adaptation of deep networks

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saravanabalagi/deep_image_prior

Image Operations without training using deep image prior

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Mmiglio/SpeechRecognition

Small-footprint Keyword Spotting

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inboxpraveen/Autoencoders-and-decoders-using-keras-and-tensorflow

This repo contains auto encoders and decoders using keras and tensor flow. It shows the exact encoding and decoding with the code part.

Language: Jupyter Notebook - Size: 962 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 19 - Forks: 10

Js-Mim/rl_singing_voice

Unsupervised Representation Learning for Singing Voice Separation

Language: Python - Size: 21.5 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 18 - Forks: 4

SamuelXJames/Signal-Denoising-Autoencoder

A Deep Denoising Autoencoder for Time Dependent Signals

Language: Jupyter Notebook - Size: 808 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 18 - Forks: 8

fajieyuan/WWW2020-grec

Sequence-to-Sequence Generative Model for Sequential Recommender System

Language: Python - Size: 937 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 17 - Forks: 7

VPanjeta/Deep-Learning-Models

Deep Learning Models implemented in python.

Language: Python - Size: 29.3 KB - Last synced at: 9 days ago - Pushed at: about 8 years ago - Stars: 17 - Forks: 12

AlexPasqua/Autoencoders

Pytorch implementation of various autoencoders (contractive, denoising, convolutional, randomized)

Language: Python - Size: 6.09 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 16 - Forks: 2

senior-sigan/denoise-autoencoder

Denoise audio with convolutional autoencoder

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zahraatashgahi/QuickSelection

[Machine Learning Journal (ECML-PKDD 2022 journal track)] Quick and Robust Feature Selection: the Strength of Energy-efficient Sparse Training for Autoencoders

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liweitianux/cdae-eor

EoR Signal Separation with a Convolutional Denoising Autoencoder (CDAE)

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Js-Mim/mlsp2017_svsep_skipfilt

Support material and source code for the model described in : "A Recurrent Encoder-Decoder Approach With Skip-Filtering Connections For Monaural Singing Voice Separation"

Language: Python - Size: 23.3 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 13 - Forks: 7

BiometricVox/DAE_SpeakerID

Denoising autoencoders for speaker identification on MCE 2018 challenge

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26hzhang/NeuralNetworksLite

Learn Neural Networks using Java

Language: Java - Size: 46.8 MB - Last synced at: 1 day ago - Pushed at: over 7 years ago - Stars: 12 - Forks: 4

piyush2896/Autoencoder-Implementations

This repository contains various Autoencoders implemented using TensorFlow

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arunarn2/AutoEncoder

Stacked Denoising and Variational Autoencoder implementation for MNIST dataset

Language: Python - Size: 2.65 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 4

sathvikyesprabhu/speech-enhancement-CNN

Denoising autoencoders based on DNN and CNN topologies for speech enhancement

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soni-ratnesh/autoencoder

This repository contains implementation of simple, convolution and de-noising autoencoder models in PyTorch.

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sarikaya/Generative-Adversarial-Networks

Pytorch implementation of GANs and Denoising Autoencoder for MNIST and CelebA datasets

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TheAILearner/Denoising-Autoencoders-in-Keras

Denoising-Autoencoders-in-Keras

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Quantum4HEP/QdAEnoiser

Machine Learning for Quantum Error Mitigation on gate-based NISQ devices

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anikch/Image-denoising-using-convolutional-autoencoder

The objective is to add some noise to the images and then use an Convolutional Autoencoder to denoise them.

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andriash001/DEVDAN

An automated construction of a denoising autoeconder is presented here. It features an open structure both in the generative phase and in the discriminative phase where input features can be automatically added and discarded on the fly and free of the problem- specific threshold.

Language: MATLAB - Size: 5.28 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 3

soumik12345/Autoencoders

Implementations of various Autoencoder architectures and applications in Tensorflow

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pskrunner14/denoiser

Convolutional Autoencoder for Denoising Images

Language: Python - Size: 342 KB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 0

samridhishree/Deeplearning-Models

Deep learning models in Python

Language: Python - Size: 266 MB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 0

Fickincool/master-thesis

Denoising and segmentation networks for cryoET based on U-net architecture implemented in Pytorch

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denisond/nyc-property-price-deep-learning-demo

Notebook demonstrating deep learning methods on property price data—e.g., neural network architecture search (NAS) for prediction (supervised) and denoising autoencoder NAS for latent feature engineering (unsupervised).

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TonyJacb/Convolutional-Autoencoder-for-MRI-Denoising

Language: Jupyter Notebook - Size: 1010 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0

vidit1999/pytorch-autoencoder

Autoencoders in PyTorch

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rayruchira/Autoencoders-miniprojects

Collaborative Filtering, Image Denoising, Super Resolution

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Amshra267/Autoencoders-Implementation

This repository contains the implementation and visualization of some autoencoders for latent space pattern-learning

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mano3-1/CovidNet

The aim is not only to make a model which can classify the chest x-ray data but also to extract the heat maps of the x-ray for faster diagnosis and making it more reliable to use in real time.

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ahujaraman/stacked_autoencoders

Demonstrated experiments with De-noising and Stacked Autoencoders on Fashion MNIST Dataset

Language: Python - Size: 424 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1

Puneet2000/DL-Models

Standard Deep Learning Models implemented in pytorch framework

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pawan47/Autoencoders

Simple Implementation of Denoise autoencoders

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adri-romsor/iterative_inference_segm

Image Segmentation by Iterative Inference from Conditional Score Estimation

Language: Python - Size: 442 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 0

MidKnightXI/ENHANCE

AI model to denoise images

Language: Python - Size: 1.18 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 1

skyscrappers/Digit-Image-Denoiser

Scratch Implementation using ONLY PyTorch of Conditional Vartiational Autoencoder for Denoising the augmented images of digits

Language: Python - Size: 19.9 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

Lima001/BCC-TCC

Repositório destinado ao armazenamento e compartilhamento de arquivos apresentados como Trabalho de Conclusão de Curso em Bacharelado em Ciências da Computação.

Language: Python - Size: 56.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

Antonio955/PI_DAE

This repository is the official implementation of [Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight](Energy and Buildings)

Language: Python - Size: 688 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

chris-santiago/autoencoders

Experimenting with various autoencoder architectures.

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AhmadRK94/RecSys-CF

Implementation of various collaborative filtering methods for recommender systems with implicit feedback

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Whiax/denoising-image-generator

Custom implementation of the denoising task to generate dog faces 🐶 (experiment)

Language: Python - Size: 36.4 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

Edouard99/PPG-Prediction

Heart rate prediction from PPG signals

Language: Jupyter Notebook - Size: 847 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

cpuheater/representation_rl_lab

Applying representation learning to reinforcement learning

Language: Python - Size: 30.3 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

frasalvi/Noise2Noise-Denoising-Autoencoder

Denoising Autoencoder trained with only noisy images, implemented both with PyTorch and from scratch.

Language: Jupyter Notebook - Size: 2.43 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

pilillo/img-notebooks

A few Jupyter notebooks on ML for Images

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bereketeshete/Denoising-AutoEnocders-and-DCGAN

Autoencoders for denoising documents and DCGAN for generative model

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brainsharks-fyp17/semits Fork of ybz79/semits

Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders

Language: Python - Size: 124 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

capogluuu/Denoising-Autoencoders-with-Pytorch

Remove noise from printed text with CNN Autoencoder in Pytorch

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mballarin97/DLNN2020

Deep learning and Neural Networks course labs&homeworks&assignments

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andriash001/ADLPlus-DEVDANPlus

Modified version of ADL and DEVDAN: Implement multiple node growing scenario and adaptive synapses pruning

Language: MATLAB - Size: 61.5 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

dg1223/NASA-spaceapps-hackathon-2019

NASA spaceapps challenge 2019

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Aftaab99/DenoisingAutoencoder

Convolutional Denoising Autoencoder for low light image denoising

Language: Jupyter Notebook - Size: 92.5 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

meowoodie/Unsupervised-Learning-in-Tensorflow

A repository for compiling unsupervised learning implementations in tensorflow

Language: Python - Size: 8.79 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

agoila/autoencoders

A simple feedforward neural network based autoencoder and a convolutional autoencoder using MNIST dataset

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CapNitz/Simple-Denoising-App-using-DL

An image denoising application using python, streamlit and tensorflow based on Deep Learning

Language: Python - Size: 118 KB - Last synced at: 1 day ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

graphixxxx/Denoising_AutoEncoder

This project integrates Autoencoders, PCA, and CNNs for efficient image processing, combining dimensionality reduction, denoising, and enhanced feature extraction for image analysis and compression.

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manumishra12/Noising-Denoising

A Convolutional Denoising Autoencoder built with PyTorch to remove noise from images. The model uses convolutional layers for encoding and transposed convolutions for decoding, effectively reconstructing clean images from noisy inputs.

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henry-heppe/imputation_with_learned_missingness

PyTorch implementation of a modified Denoising Autoencoder for improved imputation performance (Bachelor Thesis Project)

Language: Python - Size: 63.5 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Afroefras/cora_cleaner

LSTM-Autoencoder para limpiar audio cardiaco: Segmentar qué es un latido y qué es ruido hospitalario. :heart:

Language: Jupyter Notebook - Size: 9.55 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

suryansh-sinha/AutoEncoders

PyTorch implementation of an Undercomplete AutoEncoder that learns a lower dimensional latent space representation of images from the MNIST dataset.

Language: Jupyter Notebook - Size: 22 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

krishnasrikard/Learning-Computer-Vision

Image Processing using MatLab and TensorFlow

Language: Jupyter Notebook - Size: 969 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

ksasso1028/audio-reverb-removal

Code to train a custom time-domain autoencoder to dereverb audio

Language: Python - Size: 30.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

wadieskaf/denoising_architecture_time_series_paper

The official implemenataion of the "Denoising Architecture for Unsupervised Anomaly Detection in Time-Series" paper.

Language: Python - Size: 18.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ananajd/MLBD

Machine learning based denoising autoencoder for denoised waveform retrieval

Language: Jupyter Notebook - Size: 20 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

LaRtik/web-denoising-dirty-documents

Django application to denoise dirty documents (using denoising autoencoders)

Language: PureBasic - Size: 614 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

ArtaXerxess/Deep-Learning-Lab

Semester 8 (Jan 2023 - May 2023)

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Tobi2K/SeminarNI

A project about autoencoders for a seminar paper at Ulm University

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the-pinbo/image-denoising

The standard approach to image reconstruction using deep learning is to use clean image priors for training purposes. In this project, we attempt to achieve denoising without using a clean image prior and yet, achieving a performance comparable to, or sometimes, even better than that obtained using the conventional approach.

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x1ew/An-odd-Music-Generator

Language: Jupyter Notebook - Size: 18.6 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ebrahimpichka/conv-autoencoder

Convolutional Autoencoder Implementation in Pytorch

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WJiangH/CNN_AutoEncoder_Denoising

This work applies autoencoder to denoise the image in the "cifar10" dataset.

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UditSharma9999/Autoencoder

Language: Jupyter Notebook - Size: 116 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

AmzadHossainrafis/Denoiser_Encoder-With-DNcnn

this project is created based on state of the art model Dncnn . This is a simple implementation of image denoising

Language: Python - Size: 5.89 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

salvatoreloguercio/Genome-wide-Imputation-Autoencoders 📦

Accurate and Cost-effective Imputation of Genotypes at Whole Genome Level with Sparse Denoising Autoencoders

Language: Jupyter Notebook - Size: 46.3 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

CAAI/brainPETNR

Code used in relation to the neurodegenerative disorder study with [11C]PiB and [18F]FE-PE2I tracers (2022). Image preparation, model inference and metrics extraction.

Language: Python - Size: 132 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

tanishkaa31/denoising-audio-signal

denoising speech signal using a denoising convolutional autoencoder

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AdityaTheDev/BlurRemovalUsingAutoencoders

BlurRemoval-Using-an-Autoencoder Are you poor at taking photos Just like me? Here I have made a Deep learning model using Autoencoder architecture to remove unwanted blur from the image.

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AdityaTheDev/ImageDenoising-Using-Autoencoders

I built a Denoising Autoencoder to remove noise from the image. Image Denoising is the process of removing noise from the Images The noise present in the images may be caused by various intrinsic or extrinsic conditions which are practically hard to deal with. The problem of Image Denoising is a very fundamental challenge in the domain of Image processing and Computer vision. Therefore, it plays an important role in a wide variety of domains where getting the original image is really important for robust performance.

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umar07/Image_Denoising_AutoEncoder

AutoEncoder based Image Denoising

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priyavrat-misra/image-denoising-cae

Image denoising using Convolutional Autoencoders.

Language: Jupyter Notebook - Size: 491 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0