convolutional-autoencoder

There are 5 repositories under convolutional-autoencoder topic.

rezazad68 / BCDU-Net
BCDU-Net : Medical Image Segmentation
lstm unet-keras abcdu-net segmentation medical-image-processing medical-image-segmentation lung-segmentation skin-lesion-segmentation retinal-vessel-segmentation deep-learning convolutional-autoencoder convolutional-neural-networks medical medical-application cancer-detection semantic semantic-segmentation bcdu-net unet keras
Language:Python 672
gabrieleilertsen / hdrcnn
HDR image reconstruction from a single exposure using deep CNNs
convolutional-autoencoder convolutional-neural-network deep-learning hdr-image
Language:Python 492
AdneneBoumessouer / MVTec-Anomaly-Detection
This project proposes an end-to-end framework for semi-supervised Anomaly Detection and Segmentation in images based on Deep Learning.
anomaly-detection mvtec anomaly-segmentation anomaly-localization unsupervised auto-encoder convolutional-autoencoder structural-similarity ssim surface-inspection
Language:Python 259
koba-jon / pytorch_cpp
Deep Learning sample programs using PyTorch in C++
pytorch libtorch cpp deep-learning linux convolutional-autoencoder autoencoder vae dcgan u-net pix2pix dagmm multiclass-classification dimensionality-reduction generative-modeling image-to-image-translation semantic-segmentation anomaly-detection object-detection yolo
Language:C++ 235
rezacsedu / Deep-Learning-for-Clustering-in-Bioinformatics
Deep Learning-based Clustering Approaches for Bioinformatics
autoencoders bioinformatics clustering-analysis convolutional-autoencoder deep-learning lstm-neural-networks neural-networks representation-learning variational-autoencoder
Language:Jupyter Notebook 123
hiram64 / ocsvm-anomaly-detection
anomaly detection by one-class SVM
one-class-svm anomaly-detection convolutional-autoencoder cifar10
Language:Python 77
Nemzy / video_generator
This is implementation of convolutional variational autoencoder in TensorFlow library and it will be used for video generation.
convolutional-autoencoder deep-learning deep-neural-networks machine-learning rnn tensorflow variational-autoencoder video-generator
Language:Jupyter Notebook 71
andreaazzini / segnet.tf
SegNet-like Autoencoders in TensorFlow
tensorflow segmentation computer-vision deep-learning convolutional-autoencoder segnet
Language:Python 66
KAIST-VCLAB / deepcassi
[SIGGRAPH Asia 2017] High-Quality Hyperspectral Reconstruction Using a Spectral Prior
convolutional-autoencoder hyperspectral-imaging compressive-sensing tensorflow siggraph-asia
Language:Python 58
jayshah19949596 / DeepSign-A-Deep-Learning-Architecture-for-Sign-Language-Recognition
sign-language-recognition-system auto-encoders variational-autoencoder bidirectional-lstm lstm deep-learning convolutional-autoencoder
Language:Python 44
ShrishtiHore / Anomaly-Detection-in-CCTV-Surveillance-Videos
This projects detect Anomalous Behavior through live CCTV camera feed to alert the police or local authority for faster response time. We are using Spatio Temporal AutoEncoder and more importantly three models from Keras ie; Convolutional 3D, Convolutional 2D LSTM and Convolutional 3D Transpose. 👮‍♂️👮‍♀️📹🔍🔫⚖
computer-vision anomaly-detection keras tensorflow2 surveillance-video dataexploration convolutional-autoencoder autoencoder-architecture videodataset
Language:Jupyter Notebook 24
OliverEdholm / Convolutional-Autoencoder
A convolutional autoencoder made in TFLearn.
tflearn deep-learning convolutional-autoencoder
Language:Python 21
irdanish11 / AnomalyEventDetection
Unsupervised deep learning system for local anomaly event detection in crowded scenes
video-surveillance abnormal-event-detection crowd-analysis convolutional-autoencoder convolut-lstm computer-vision
Language:Python 20
alegonz / kdsb17
Gaussian Mixture Convolutional AutoEncoder applied to CT lung scans from the Kaggle Data Science Bowl 2017
convolutional-autoencoder gaussian-mixture-models kaggle keras-tensorflow lung-cancer-detection medical-images mixture-density-networks python
Language:Python 18
ngailapdi / autoencoder
Implementation of a convolutional auto-encoder in PyTorch
pytorch pytorch-cnn autoencoder convolutional-autoencoder
Language:Python 17
MLEnthusiast / conv-autoencoder
Unsupervised Image Retrieval with Convolutional Autoencoder in Tensorflow
convolutional-neural-networks convolutional-autoencoder autoencoder deep-learning mnist unsupervised-learning
Language:Jupyter Notebook 11
MrDavidYu / TF_Convolutional_Autoencoder
Convolutional autoencoder for encoding/decoding RGB images in TensorFlow with high compression ratio
autoencoder tensorflow tensorflow-gpu convolutional convolutional-autoencoder rgb-image leaky-relu face-recognition celeba-dataset celeba
Language:Python 11
xxl4tomxu98 / autoencoder-feature-extraction
Use auto encoder feature extraction to facilitate classification model prediction accuracy using gradient boosting models
autoencoderscompression autoencoder-neural-network sequence-to-sequence variational-autoencoders convolutional-autoencoder autoencoder-denoising autoencoder-classification autoencoder-latent-layer gradient-boosting-machine light-gradient-boosting-machine xgboost-classifier histgram-gradient-boosting
Language:Jupyter Notebook 11
ekremcet / AEFPNC
Image Denoising Using Deep Convolutional Autoencoder with Feature Pyramids
convolutional-autoencoder feature-pyramids image-denoising pytorch
Language:Python 10
MicroNN
jczic / MicroNN
Micro neural network with multi-dimensional layers, multi-shaped data, fully or locally meshing, conv2D, unconv2D, Qlearning, ... for test!
convolutional-neural-networks neural-network deep-learning reinforcement-learning qlearning python neurons machine-learning artificial-intelligence q-learning convolutional-autoencoder autoencoder-neural-network mlp-classifier neural-networks jczic
Language:Python 10
melissa135 / Convolutional_AutoEncoder
A convolutional auto-encoder for compressing time sequence data of stocks.
deep-learning convolutional-neural-networks autoencoder convolutional-autoencoder
Language:Python 10
madhawav / PlayWithAutoEncoders
Image Compression on COCO Dataset using Convolution AutoEncoders
autoencoder convolutional-autoencoder image-compression computer-vision computer-graphics pytorch
Language:Jupyter Notebook 9
sevagh / MiXiN
Music Xtraction with Nonstationary Gabor Transforms and Convolutional Denoising Autoencoders
convolutional-autoencoder convolutional-neural-networks cqt-spectrogram deep-learning gabor-analysis music-separation source-separation
Language:Python 8
khanmhmdi / Cifar-Image-Reconstruction-using-Autoencoder-Models
Cifar-10 Image Reconstruction using Auto-encoder Models
ai autoencoder cifar-10 cifar10 decoder deep-learning image image-processing image-reconstruction image-reconstructions python pytorch pytorch-implementation convolutional-layers convulational reconstructed-images convolutional-autoencoder
Language:Jupyter Notebook 7
tuvovan / ANL-HDRI
High Dynamic Range Image Synthesis via Attention Non-Local Network
attention-network convolutional-autoencoder convolutional-neural-networks hdr-image hdr-imaging
Language:Python 7
aedera / deepredmt
Deepred-Mt is a novel method based on deep neural networks to predict C-to-U editing sites in angiosperm mitochondrial RNA.
autoencoder mitochondria rna rna-editing convolutional-neural-networks convolutional-autoencoder rna-sequence angiosperms genome posttranslational-modification embedding
Language:Jupyter Notebook 6
jkaardal / matlab-convolutional-autoencoder
Cost function and cost gradient function for a convolutional autoencoder.
convolutional-neural-networks autoencoder convolutional-autoencoder matlab machine-learning
Language:MATLAB 6
ahmedgh970 / Autoencoders_Adversarial_Training_UAD
Adversarially Training of Autoencoders for Unsupervised Anomaly Segmentation
deep-neural-networks autoencoders variational-autoencoder convolutional-autoencoder anomaly-segmentation unsupervised-learning reconstruction mri-brain-segmentation flair pgd-adversarial-attacks resnet-50
Language:Jupyter Notebook 5
ALPHAYA-Japan / autoencoders
Collection of autoencoder models in Tensorflow
autoencoder ae regularized-autoencoder sparse-autoencoder denoising-autoencoder vanilla-autoencoder stacked-autoencoder convolutional-autoencoder autoencoder-models vanilla tensorflow
Language:Python 5
jmmanley / conv-autoencoder
a convolutional autoencoder in python and keras.
autoencoder computer-vision convolutional-autoencoder convolutional-neural-networks keras python
Language:Jupyter Notebook 5
gsiddhad / CAE-CAN
Implementation of Cancelable Biometric Template Generation using Convolutional Autoencoder
convolutional-autoencoder non-invertible random-convolutions random-noise cancelable-biometrics
Language:Python 4
mainak-ghosh / AutoEncoder
Comparison of dimensionality reduction ability of different autoencoders on different datasets.
autoencoder dimensionality-reduction deep-autoencoders convolutional-autoencoder mnist-dataset
Language:Jupyter Notebook 4
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.
convolutional-autoencoder autoencoder deep-learning machine-learning denoising-autoencoders denoise artificial-neural-networks convolutional-neural-networks cnn
Language:Jupyter Notebook 3
giannhskp / Software-Development-for-Algorithmic-Problems_Project-3
Time Series Forecasting using RNN, Anomaly Detection using LSTM Auto-Encoder and Compression using Convolutional Auto-Encoder
time-series time-series-forecasting time-series-prediction time-series-anomaly-detection compression rnn tensorflow lstm-neural-networks lstm-autoencoder convolutional-neural-networks convolutional-autoencoder
Language:Python 3
maxgraf96 / DLAM_Assignment
End-To-End Raw Audio Resynthesis System for Piano -> E-Piano
convolutional-autoencoder deep-learning music resynthesis synthesis u-net wav2wav
Language:Jupyter Notebook 3
pskrunner14 / denoiser
Convolutional Autoencoder for Denoising Images
convolutional-autoencoder denoising-autoencoders denoising-images autoencoder
Language:Python 3

convolutional-autoencoder

rezazad68 / BCDU-Net

gabrieleilertsen / hdrcnn

AdneneBoumessouer / MVTec-Anomaly-Detection

koba-jon / pytorch_cpp

rezacsedu / Deep-Learning-for-Clustering-in-Bioinformatics

hiram64 / ocsvm-anomaly-detection

Nemzy / video_generator

andreaazzini / segnet.tf

KAIST-VCLAB / deepcassi

jayshah19949596 / DeepSign-A-Deep-Learning-Architecture-for-Sign-Language-Recognition

ShrishtiHore / Anomaly-Detection-in-CCTV-Surveillance-Videos

OliverEdholm / Convolutional-Autoencoder

irdanish11 / AnomalyEventDetection

alegonz / kdsb17

ngailapdi / autoencoder

MLEnthusiast / conv-autoencoder

MrDavidYu / TF_Convolutional_Autoencoder

xxl4tomxu98 / autoencoder-feature-extraction

ekremcet / AEFPNC

jczic / MicroNN

melissa135 / Convolutional_AutoEncoder

madhawav / PlayWithAutoEncoders

sevagh / MiXiN

khanmhmdi / Cifar-Image-Reconstruction-using-Autoencoder-Models

tuvovan / ANL-HDRI

aedera / deepredmt

jkaardal / matlab-convolutional-autoencoder

ahmedgh970 / Autoencoders_Adversarial_Training_UAD

ALPHAYA-Japan / autoencoders

jmmanley / conv-autoencoder

gsiddhad / CAE-CAN

mainak-ghosh / AutoEncoder

anikch / Image-denoising-using-convolutional-autoencoder

giannhskp / Software-Development-for-Algorithmic-Problems_Project-3

maxgraf96 / DLAM_Assignment

pskrunner14 / denoiser