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42 search results found

Pytorch Tutorial ⭐ 7,372

Build your neural network easy and fast, 莫烦Python中文教学

Tensorflow Book ⭐ 4,443

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

Tensorflow Tutorial ⭐ 3,873

Tensorflow tutorial from basic to hard

Zhihu ⭐ 3,228

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

Tensorflow Tutorials ⭐ 2,123

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

Deeplearning_tutorials ⭐ 1,216

The deeplearning algorithms implemented by tensorflow

Niftynet ⭐ 1,170

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Deep Learning Experiments ⭐ 1,050

Videos, notes and experiments to understand deep learning

Tensorflow 101 ⭐ 987

TensorFlow 101: Introduction to Deep Learning

Next RecSys Library

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Ufldl_tutorial ⭐ 680

Stanford Unsupervised Feature Learning and Deep Learning Tutorial

Surface Defect Detection ⭐ 530

缺陷检测文献记录

Easy Deep Learning With Keras ⭐ 336

Keras tutorial for beginners (using TF backend)

Artificio ⭐ 269

Deep Learning Computer Vision Algorithms for Real-World Use

3d Mri Brain Tumor Segmentation Using Autoencoder Regularization ⭐ 243

Keras implementation of the paper "3D MRI brain tumor segmentation using autoencoder regularization" by Myronenko A. (https://arxiv.org/abs/1810.11654).

Awesome Tensorlayer ⭐ 212

A curated list of dedicated resources and applications

Motion Sense ⭐ 189

MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope) (PMC Journal) (IoTDI'19)

Deep_image_prior ⭐ 146

Image reconstruction done with untrained neural networks.

Deep Steganography ⭐ 125

Hiding Images within other images using Deep Learning

CAE-LO: LiDAR Odometry Leveraging Fully Unsupervised Convolutional Auto-Encoder for Interest Point Detection and Feature Description

Contiguous Succotash ⭐ 70

Recurrent Variational Autoencoder with Dilated Convolutions that generates sequential data implemented in pytorch

Wavelet Like Auto Encoder ⭐ 59

Basic_nns_in_frameworks ⭐ 50

several basic neural networks[mlp, autoencoder, CNNs, recurrentNN, recursiveNN] implements under several NN frameworks[ tensorflow, pytorch, theano, keras]

This toolbox is support material for the book on CNN (http://www.convolution.network).

Skin Segmentation Tensorflow ⭐ 35

A modified SegNet Convolutional Neural Net for segmenting human skin from images

Dual Cnn Models For Unsupervised Monocular Depth Estimation ⭐ 34

Dual CNN Models for Unsupervised Monocular Depth Estimation

Neural network library written in C and Javascript

(ICVGIP' 18 Oral Paper) Classification of thoracic diseases on ChestX-Ray14 dataset

Machine Learning Course at IIT Bhilai

Eeg Emotion Recognition ⭐ 27

EEG data processing and it's convolution using AutoEncoder + CNN + RNN

Deep Learning A Z Hands On Artificial Neural Network ⭐ 27

Codes and Templates from the SuperDataScience Course

Zeta Learn ⭐ 27

zeta-lean: minimalistic python machine learning library built on top of numpy and matplotlib

Image_deionising_auto_encoder ⭐ 25

Noise removal from images using Convolutional autoencoder

Deep Learning Visuals ⭐ 24

A collection of 100 Deep Learning images and visualizations

Tensorbag ⭐ 24

Collection of tensorflow notebooks tutorials for implementing the most important Deep Learning algorithms.

Colornet Template ⭐ 24

Colorizing B&W Photos with Neural Networks

Tensorflow_deep_learning_models ⭐ 23

TensorFlow implementations of several deep learning models (e.g. variational autoencoder, RNN, ...)

Deeplearningexamples ⭐ 22

Deep learning examples with Python and Tensorflow & Keras.

3d Brain Tumor Segmentation ⭐ 19

Volumetric MRI brain tumor segmentation using autoencoder regularization

Memae Tf2 ⭐ 19

TensorFlow implementation of "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection"

Pytorch Hanbit ⭐ 17

NABNet: A Nested Attention-guided BiConvLSTM Network for a robust ‎prediction of Blood Pressure components from reconstructed Arterial Blood ‎Pressure waveforms using PPG and ECG Signals

Introduction To Deep Learning And Neural Networks Course ⭐ 16

Code snippets and solutions for the Introduction to Deep Learning and Neural Networks Course hosted in educative.io

Road Segmentation ⭐ 16

Road extraction from aerial images

Unsupervised_deep_learning ⭐ 15

Unsupervised (Self-Supervised) Clustering of Seismic Signals Using Deep Convolutional Autoencoders

Video_autoencoder ⭐ 15

Video lstm auto encoder built with pytorch. https://arxiv.org/pdf/1502.04681.pdf

Hands-on in-person workshop for Deep Learning with TensorFlow

Deeplearning Playground ⭐ 14

Deep Learning courses, tutorials and examples with TensorFlow and PyTorch

Cifar Autoencoder ⭐ 13

A look at some simple autoencoders for the Cifar10 dataset, including a denoising autoencoder. Python code included.

Video Inpainting ⭐ 13

Video Inpainting using 3D Convolutional Neural Network autoencoder

Opensw_camp_2020 ⭐ 13

2020년 공개SW 대학생 체험캠프

Ml Image Denoising ⭐ 12

Image denoising using PCA, NMF, K-SVD, Spectral decomposition, CNN and state of the art generative adversarial denoising autoencoder

Font Vae ⭐ 12

Analysis of font shape using Variational Autoencoder with Convnets

Deep Learning Super Resolution Image Reconstruction Dsir ⭐ 12

Deep-Learning convolutional auto-encoders applied to super-resolution microscopy data to localization image reconstruction.

Cnn_autoencoder ⭐ 11

Use cnn autoencoder on mnist dataset

Libro Deep Learning ⭐ 11

Material adicional del libro "Deep Learning: Principios y fundamentos", publicado por la Editorial UOC

Cooperative Communication Networks ⭐ 11

Cooperative Communication Networks on Graphs

Cnn_autoencoder_mnist ⭐ 11

CNN auto-encoder on mnist.

Android Malware Detection ⭐ 11

Android Malware Detection using Deep Learning

Keras Search Engine ⭐ 10

A simple document and image search engine implemented in keras

Conv Autoencoder ⭐ 10

Unsupervised Image Retrieval with Convolutional Autoencoder in Tensorflow

Autoencoders And Decoders Using Keras And Tensorflow ⭐ 10

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

Neuralnetworkslite ⭐ 10

Learn Neural Networks using Java

Semantic Segmentation Using Autoencoders ⭐ 10

Lightweight and Fast Person Segmentation using Autoencoders (Trained Weights Included)

Deep Video Steganography Hiding Videos In Plain Sight ⭐ 9

Lanternfish ⭐ 9

Deep convolutional neural networks for biological motion analysis

Introduction_to_deep_learning_coursera ⭐ 9

Intro to Deep Learning by National Research University Higher School of Economics

Pyconvnetphash ⭐ 9

image perceptual hash experiment using convolutional neural net models

EoR Signal Separation with a Convolutional Denoising Autoencoder (CDAE)

Deepexperiments ⭐ 9

TensorFlow/Keras experiments on computer vision and natural language processing

Cnn Autoencoder Tf ⭐ 8

CNN and Contrastive Autoencoder (CAE) on EMNIST using Tensorflow

Machine_learning ⭐ 8

Best collection of machine learning & deep learning algorithms implemented from scratch using python.

Deep_learning_onboarding ⭐ 8

List of resources for deep learning

Semi Supervised_learning_dl ⭐ 7

Semi-supervised strategies based on Deep Learning to extract structure from images and improve supervised classification tasks.

Deep_keypoints ⭐ 7

Trying out deep learning methods on the facial keypoint recognition problem

Deep Learning Nd ⭐ 7

Projects and exercises for the Deep Learning Nanodegree

Hsi Toolbox ⭐ 6

Hyperspectral CNN compression and band selection

Cnn Autoencoders ⭐ 6

Implementation of CNN based autoencoders for color images in tensorflow.

Deepredmt ⭐ 6

Deepred-Mt is a novel method based on deep neural networks to predict C-to-U editing sites in angiosperm mitochondrial RNA.

Tensorflow2.0_notebooks ⭐ 6

Implementation of a series of Neural Network architectures in TensorFow 2.0

Deep Learning ⭐ 5

This repo is the continuation of the Machine-Learning repo. Here I'm gonna to upload all the examples and exercises which I'll do to learn deep learning techniques and all the problems I'll solve using these last few.

Image Colorization ⭐ 5

This project aims to study the Image Colorization problem and implement a Convolutional Neural Network that is able to colorize black and white images using CIELAB color space.

Defensegan ⭐ 5

Defense GAN in pytorch

Convolutional_autoencoder ⭐ 5

A convolutional auto-encoder for compressing time sequence data of stocks.

Deep Learning With Pytorch ⭐ 5

Content from the University of British Columbia's Master of Data Science course DSCI 572.

Imagedenoisingautoencdoer ⭐ 5

Denoising images with a Deep Convolutional Autoencoder - Implemented in Keras

Deepdeconvv2 ⭐ 5

Deep Deconvolution for Seismic Waves with Real and Simulated Distributed Acoustic Sensing Data: State-of-the-Art Review

Multichannel Speech Enhancement With Deep Neural Networks ⭐ 5

This thesis applies an autoencoder deep neural network to the multichannel speech enhancement problem. It takes the problem from dataset generation to the model training

Modern Deep Network Toolkits for Tensorflow-Keras. This is a extension for newest tensorflow 1.x.

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