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192 search results found

Deep Photo Styletransfer ⭐ 9,803

Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511

Deep Painterly Harmonization ⭐ 5,991

Code and data for paper "Deep Painterly Harmonization": https://arxiv.org/abs/1804.03189

Realtime_multi Person_pose_estimation ⭐ 5,058

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

👨 Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"

Deeplearntoolbox ⭐ 3,477

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

Deep Learning For Tracking And Detection ⭐ 2,270

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

Awesome Matlab ⭐ 1,215

A curated list of awesome Matlab frameworks, libraries and software.

Awesome Low Light Image Enhancement ⭐ 1,101

This is a resouce list for low light image enhancement

Matlab Simulink Challenge Project Hub ⭐ 932

This MATLAB and Simulink Challenge Project Hub contains a list of research and design project ideas. These projects will help you gain practical experience and insight into technology trends and industry directions.

Awesome_deep_learning_interpretability ⭐ 699

深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)

Activityrecognition ⭐ 619

Resources about activity recognition-行为识别资料

Siamese Fc ⭐ 552

Arbitrary object tracking at 50-100 FPS with Fully Convolutional Siamese networks.

Matlab implementation of the ECO tracker.

[CVPR'17] Training a Correlation Filter end-to-end allows lightweight networks of 2 layers (600 kB) to high performance at fast speed..

Exclusively Dark Image Dataset ⭐ 461

Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.

Exposure_correction ⭐ 442

Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).

Fashion Detection ⭐ 431

Fashion Detection in the Wild (Deep Clothes Detector)

Amsoftmax ⭐ 422

A simple yet effective loss function for face verification.

Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.

Matlab Deep Learning Model Hub ⭐ 361

Discover pretrained models for deep learning in MATLAB

ImageNet 2015 Object Detection from Video (VID)

Deepsqueak ⭐ 355

DeepSqueak v3: Using Machine Vision to Accelerate Bioacoustics Research

Change Detection Review ⭐ 352

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

Awesome Denoise ⭐ 350

One-paper-one-short-contribution-summary of all latest image/burst/video Denoising papers with code & citation published in top conference and journal.

Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)

Deeplearningsourceseparation ⭐ 342

Deep Recurrent Neural Networks for Source Separation

Layoutnet ⭐ 329

Torch implementation of our CVPR 18 paper: "LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image"

Fashion Landmarks ⭐ 327

Fashion Landmark Detection in the Wild

V2v Posenet_release ⭐ 324

Official Torch7 implementation of "V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map", CVPR 2018

FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)

Deep Metric Learning Cvpr16 ⭐ 294

Main repository for Deep Metric Learning via Lifted Structured Feature Embedding

Deeplearning Cv Notes ⭐ 291

📓 deepleaning and cv notes.

Caffe Vdsr ⭐ 264

A Caffe-based implementation of very deep convolution network for image super-resolution

Multi-view CNN (MVCNN) for shape recognition

TOFlow: Video Enhancement with Task-Oriented Flow

Lightnet ⭐ 236

Efficient, transparent deep learning in hundreds of lines of code.

Deep Mutual Learning ⭐ 227

TensorFlow Implementation of Deep Mutual Learning

Keras Gp ⭐ 219

Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.

Tcdcn Face Alignment ⭐ 209

Matlab implementation of facial landmark detection by deep multi-task learning

3dmmasstn ⭐ 194

MatConvNet implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)

Pixelnet ⭐ 188

The repository contains source code and models to use PixelNet architecture used for various pixel-level tasks. More details can be accessed at <http://www.cs.cmu.edu/~aayushb/pixelNet/>.

Deepmat ⭐ 186

Matlab Code for Restricted/Deep Boltzmann Machines and Autoencoders

Mobile Id ⭐ 180

Deep Face Model Compression

Imagefusion_deeplearning ⭐ 162

Infrared and visible image fusion using deep learning framework(ICPR 2018, Beijing)

Neural Nets ⭐ 157

Programming Assignments and Lectures for Geoffrey Hinton's "Neural Networks for Machine Learning" Coursera course

Dynamic Image Nets ⭐ 153

Dynamic Image Networks for Action Recognition

Weakly Supervised Panoptic Segmentation ⭐ 152

Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)

Awesome Speech Enhancement ⭐ 151

A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.

Transformer Models ⭐ 150

Deep Learning Transformer models in MATLAB

Wb_color_augmenter ⭐ 147

WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].

Deepvideodeblurring ⭐ 142

S. Su, M. Delbracio, J. Wang, G. Sapiro, W. Heidrich, O. Wang. Deep Video Deblurring. CVPR 2017, Spotlight

Notebook ⭐ 140

✍ 记录一路走来学习的计算机专业知识，力求构建 AI & CS & SE 知识体系

Weakly Supervised Deep Detection Networks (CVPR 2016)

Matlab Gan ⭐ 125

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

Brain Segmentation ⭐ 124

Deep learning based skull stripping and FLAIR abnormality segmentation in brain MRI using U-Net

Deeppyramid ⭐ 121

Deep feature pyramids for various computer vision algorithms (DPMs, pyramid R-CNN, etc.)

Tutorial_separation ⭐ 117

This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.

Deepco3 ⭐ 114

[CVPR19] DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency (Oral paper)

Coursera Machinelearning ⭐ 112

Homework about Machine Learning of Coursera taught by andrew ng

Fusionseg ⭐ 106

Video Object Segmentation

Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network

Maestro ⭐ 102

An analytical cost model evaluating DNN mappings (dataflows and tiling).

Matlab Environment for Deep Architecture Learning

Deep Admm Net ⭐ 99

Deepcontour ⭐ 90

The testing code for deep contour detector

Matconvnet Oneclick ⭐ 87

Train your own data with MatConvNet

Reinforcement_learning_financial_trading ⭐ 84

MATLAB example on how to use Reinforcement Learning for developing a financial trading model

A fast and expressive Matlab/MatConvNet deep learning API, with native automatic differentiation

Deep Semi Nmf ⭐ 80

Theano-based implementation of Deep Semi-NMF.

Deep Gaussian Processes in matlab

Deep_learning_topology_opt ⭐ 72

Code for paper "Self-Directed Online Machine Learning for Topology Optimization"

Deeplearning Class 2011 ⭐ 70

Code for Deep Learning class at Google

Heartseg ⭐ 69

code of DenseVoxNet and 3D-DSN

Hyftech Hyperspectral Shallow Deep Feature Extraction Toolbox ⭐ 69

This Toolbox includes Hyperspectral Feature Extraction Techniques including Unsupervised, Supervised, and Deep Feature Extraction

Cie_xyz_net ⭐ 68

PyTorch & Matlab code for the paper: CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks (TPAMI 2021).

Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network

Implementation of the TADT tracker of paper 'Target-Aware Deep Tracking'

Cortexsys ⭐ 63

Matlab GPU Accelerated Deep Learning Toolbox

Official Code for 'Collaborative Deep Learning for Recommender Systems' - SIGKDD

Torch implementation of our ICCV 17 paper: "3D-PRNN, Generating Shape Primitives with Recurrent Neural Networks"

Afartoolbox ⭐ 59

AFAR: A Deep Learning Based Toolbox for Automated Facial Affect Recognition

Dnn Speech Enhancement Demo Tool ⭐ 58

Universal Deep neural network based speech enhancement demo and tools, well pre-trained DNN model

Matlabsamples ⭐ 58

🧐 Matlab Samples 👽 keep updating

Dcmh Cvpr2017 ⭐ 57

source code for paper "Deep Cross-Modal Hashing"

Dcan Tensorflow ⭐ 56

Deep Contour-Aware Networks in TensorFlow

Deepattention ⭐ 55

Deep Visual Attention Prediction (TIP18)

Pytoflow ⭐ 54

The py version of toflow → https://github.com/anchen1011/toflow

11k Hands ⭐ 52

Two-stream CNN for gender classification and biometric identification using a dataset of 11K hand images.

Fault Detection Using Deep Learning Classification ⭐ 51

This demo shows how to prepare, model, and deploy a deep learning LSTM based classification algorithm to identify the condition or output of a mechanical air compressor.

A lightweight MATLAB deeplearning toolbox,based on gpuArray.

Deeplearntoolbox ⭐ 48

Realismcnn ⭐ 48

code for predicting and improving visual realism in composite images

Quicknatv2 ⭐ 47

Fast Whole Brain Segmentation (Layers, codes and Pre-trained Models)

Imagefusion_resnet50 ⭐ 45

Infrared and Visible Image Fusion with ResNet and zero-phase component analysis.(Journal of Infrared Physics & Technology 2019)

Image Classification In Matlab Using Tensorflow ⭐ 42

This example shows how to call a TensorFlow model from MATLAB using co-execution with Python.

Lbp Dbn Face Recognition ⭐ 42

使用LBP特征提取算法提取人脸特征，DBN网络来实现人脸识别，测试数据库ORL数据库，识别率可达90

This project is an implementation for "Led3D: A Lightweight and Efficient Deep Approach to Recognizing Low-quality 3D Faces".

Autoencode ⭐ 40

AutoenCODE is a Deep Learning infrastructure that allows to encode source code fragments into vector representations, which can be used to learn similarities.

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