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192 search results found

Nocodeseg ⭐ 37

🔬 Code-free deep segmentation for computational pathology

[IEEE OJSP'2021] "RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated Content", Zhengzhong Tu, Xiangxu Yu, Yilin Wang, Neil Birkbeck, Balu Adsumilli, Alan C. Bovik

Mid-level Deep Pattern Mining

Pretrained Yolo V4 ⭐ 36

Object detection and transfer learning using pretrained YOLO v4 models in MATLAB.

Dcgan Matconvnet ⭐ 36

Deep Convolutional Generative Adversarial Network (DCGAN) implementation on MatConvNet (compliant to any MCN version)

Action.sr_cnn ⭐ 36

code for Two-Stream SR-CNNs for Action Recognition in Videos 2016

Matlab Mnist Two Layer Perceptron ⭐ 36

A two layer perceptron implemented in MatLab to recognize handwritten digits based on the MNIST dataset.

Focuslitenn ⭐ 35

Official PyTorch and MATLAB implementations of our MICCAI 2020 paper "FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology"

Hackthedeep ⭐ 34

The 4th Annual American Museum of Natural History Hackathon produced by the BridgeUP: STEM program

Dbpn Caffe ⭐ 34

Deep Back-Projection Networks for Super-Resolution

Deep Semantic Face Deblurring ⭐ 34

Deep Semantic Face Deblurring

Matlab2048 ⭐ 34

2048 playing agent using deep Q-learning in Matlab.

Deep Patchmatch ⭐ 34

Pre-trained models for our CVPR 2016 paper: "Learning Local Image Descriptors With Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions"

Lis Deeplearning ⭐ 34

Simulation code for "Enabling Large Intelligent Surfaces with Compressive Sensing and Deep Learning" by Abdelrahman Taha, Muhammad Alrabeiah, and Ahmed Alkhateeb, published in IEEE Access, March 2021.

Deep Cooc ⭐ 33

Deep Co-occurrence Feature Learning for Visual Object Recognition (CVPR 2017)

Recurrent Scene Parsing With Perspective Understanding In The Loop ⭐ 32

parsing scene images with understanding geometric perspective in the loop

Brain Mri Age Classification Using Deep Learning ⭐ 32

MATLAB example using deep learning to classify chronological age from brain MRI images

Velocity ⭐ 32

Structure From Motion (SFM) for vehicle speed

Source code for the 2019 IEEE TIFS paper "PalmNet: Gabor-PCA Convolutional Networks for Touchless Palmprint Recognition"

Semantic Color Constancy Using Cnn ⭐ 31

Semantic information can help CNNs to get better illuminant estimation -- a proof of concept

Deep_kareoke_source_separation ⭐ 31

Human Activities Gestures Recognition Using Channel State Information Csi Of Ieee 802.11n ⭐ 31

This is a data-set for Human Activities & Gestures Recognition (HAGR) using the Channel State information (CSI) of IEEE 802.11n devices

Drnn4ass ⭐ 31

Deep Recurrent Neural Network for Audio Source Separation

Object Recognition ⭐ 30

Data and materials from the paper "Comparing deep neural networks against humans: object recognition when the signal gets weaker" (arXiv 2017)

Sensor-Independent Illumination Estimation for DNN Models (BMVC 2019)

Levelset Shapeprior Deeplearning ⭐ 30

Open codes for paper "Level Set based Shape Prior and Deep Learning for Image Segmentation"

Deep Learning ⭐ 29

Collection of deep learning resources.

Object Detection Using Yolo V2 Deep Learning ⭐ 28

MATLAB example of deep learning based object detection using Yolo v2.

Convolutional Deep Belief Networks with 'MATLAB','MEX','CUDA' versions

Implementation of our ICCV 2017 paper: MIHash - Hashing with Mutual Information

MATLAB code for training deep belief networks

Dbcollection ⭐ 27

A collection of popular datasets for deep learning.

Calorieestimation ⭐ 27

This project is used for estimating calories.

MRI reconstruction (e.g., QSM) using deep learning methods

Pose Estimation 3d With Stereo Camera ⭐ 26

This demo uses a deep neural network and two generic cameras to perform 3D pose estimation.

Dlai S2 2020 ⭐ 26

Teaching material for the course of Deep Learning and Applied AI, 2nd semester 2020, Sapienza University of Rome

Deep_visual_inertial_odometry ⭐ 26

Deep Learning for Visual-Inertial Odometry

Human Pose Estimation With Deep Learning ⭐ 26

MATLAB example of deep learning based human pose estimation.

Nnpreimage ⭐ 25

Code for Visualizing Deep Convolutional Neural Networks Using Natural Pre-images, IJCV 2016

Transferseg ⭐ 25

Unseen Object Segmentation in Videos via Transferable Representations, ACCV 2018 (oral)

Segdeepm ⭐ 25

Object detection with segmentation and context in deep networks

IQA: Deep Image Structure and Texture Similarity Metric

Dfcrn For Image Dehazing ⭐ 24

Implementation code of the paper "Deep Fully Convolutional Regression Networks for Single Image Haze Removal"

Deep Learning For Object Detection Yolov2 ⭐ 24

Code Files for "Deep Learning for Object Detection" video series

BRAPH 2.0 is a comprehensive software package for the analysis and visualization of brain connectivity data, offering flexible customization, rich visualization capabilities, and a platform for collaboration in neuroscience research.

Deep Learning Based Channel Estimation Schemes For Ieee 802.11p Standard ⭐ 24

This repository includes the source code of the STA-DNN and TRFI DNN channel estimators proposed in "Deep Learning Based Channel Estimation Schemes for IEEE 802.11 p Standard" and "Joint TRFI and Deep Learning for Vehicular Channel Estimation" papers that are published in the IEEE Access journal and the proceedings of the 2020 IEEE GLOBECOM Workshops, respectively.

Deep Learning Emotion Decoding Using Eeg Data From Autism Individuals ⭐ 24

Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical data were collected in StonyBrook Social Competence Treatment Lab, for data request evaluation please contact professor Matthew D. Lerner [email protected]

Deep Multitask Architecture for Integrated 2D and 3D Human Sensing (CVPR 2017)

Hsi Sdecnn ⭐ 23

Source code of "A Single Model CNN for Hyperspectral Image Denoising"

Pretrained Yolox Network For Object Detection ⭐ 23

YOLOX inference in MATLAB for Object Detection with yolox_s, yolox_m & yolox_l networks

Ufldl Tutorial Exercise ⭐ 22

This repo contains completed exercises (code in MATLAB) of Prof. Andrew Ng's Unsupervised Feature Learning and Deep Learning (UFLDL) online tutorial: http://ufldl.stanford.edu/wiki/index.php/UFLDL_Tut

Fista Net ⭐ 22

A model-based deep learning network for inverse problem in imaging

Deep Depth Pose model for 3D human pose estimation

Zoom_network ⭐ 21

The codebase for Zoom Out-and-In Network with Recursive Training for Object Proposal

Meganet.m ⭐ 21

A fresh approach to deep learning written in MATLAB

Revisiting Im2gps ⭐ 21

Revisiting IM2GPS in the Deep Learning Era

Mcndcgan ⭐ 21

Deep Convolution Generative Adversarial Networks for Matconvnet Toolbox

Abnormal Eeg Signal Classification Using Cnns ⭐ 20

This example shows how to build and train a convolutional neural network (CNN) from scratch to perform a classification task with an EEG dataset.

Reachability Analysis of Deep Neural Networks with Provable Guarantees

Deep Cnn For Modulation Classification ⭐ 20

This repository provides some codes and results for modulation classification by using deep learning.

Computer Vision Uiuc ⭐ 20

🖼️ CS543 / ECE549: Computer Vision in Spring 2018, University of Illinois at Urbana-Champaign

Higher_order_invariance ⭐ 20

Code for "Accelerating Natural Gradient with Higher-Order Invariance"

Deep Learning Power Allocation In Massive Mimo ⭐ 20

This is the code package related to the follow scientific article: Luca Sanguinetti, Alessio Zappone, Merouane Debbah 'Deep-Learning-Power-Allocation-in-Massive-MIMO' presented at the Asilomar Conference on Signals, Systems, and Computers, 2018. http://www.asilomarsscconf.org

Easy and fast deep learning

Implemention of paper "deep hyperspectral image sharpening (TNNLS 2018)"

Piranhas ⭐ 19

A Toolkit for creating Peripheral Architectures (NIPS 2016)

Deep Storm ⭐ 19

Deep Photo Styletransfer ⭐ 19

Fork from luanfujun/deep-photo-styletransfer

Deephypercnn ⭐ 19

Classification of Hyperspectral Satellite Image Using Deep Convolutional Neural Networks

Hyperspectral Image Classification via a Random Patches Network

Convolutional Deep Belief Network (Honglak Lee's ICML paper)

Wscnntdsaliency ⭐ 18

[BMVC17] Weakly Supervised Saliency Detection with A Category-Driven Map Generator

Deep Learning Toolbox Cnn ⭐ 18

An improved version for matlab deep learning toolbox cnn

Deep Gaussian Process for Inverse Reinforcement Learning

Rst_discourse_parsing ⭐ 17

Coder Templates ⭐ 17

Coder OSS templates

Lidar Object Detection Using Complex Yolov4 ⭐ 17

Object detection and transfer learning on point clouds using pretrained Complex-YOLOv4 models in MATLAB

Similarity Adaptive Deep Hashing ⭐ 16

Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization (TPAMI2018)

Deepretinalclassification ⭐ 16

3-Class Retinal Classification via Deep Network Features and SVM Classifier (Academic Research Use)

Temporal Averaging Lstm Based Channel Estimation Scheme For Ieee 802.11p Standard ⭐ 16

This repository includes the source code of the LSTM-based channel estimators proposed in "Temporal Averaging LSTM-based Channel Estimation Scheme for IEEE 802.11 p Standard" paper that is published in the proceedings of the IEEE GLOBECOM 2022 conference that was held in Madrid (Spain).

This package contains the code to run prDeep; a noise robust phase retrieval algorithm based on deep neural networks.

Covid19 Face Mask Detection Using Deep Learning ⭐ 16

The entire workflow of developing deep learning model for detecting face mask.

Dpfa_icml2015 ⭐ 16

The Matlab Code for the ICML 2015 paper "Scalable Deep Poisson Factor Analysis for Topic Modeling"

Object Detection Using Pretrained Yolo V2 ⭐ 16

YOLO v2 prediction and training in MATLAB for Object Detection with darknet19 & tinyYOLOv2 base networks

Unmixing_with_deep_generative_models ⭐ 16

Spectral unmixing using deep generative models

Mask Rcnn ⭐ 16

Mask-RCNN training and prediction in MATLAB for Instance Segmentation

Dqn_of_dwa_matlab ⭐ 15

learning the weight of each paras in DWA(Dynamic Window Approach) by using DQN(Deep Q-Learning)

Pretrained Efficientdet D0 ⭐ 15

Object detection and transfer learning using pretrained EfficientDet-D0 model in MATLAB.

Digital Image Processing ⭐ 15

My works for EE 569 - Digital Image Processing - Spring 2018 - Graduate Coursework at USC - Dr. C.-C. Jay Kuo

Mtcnn Face Detection ⭐ 15

Face detection and alignment using deep learning

使用深度强化学习解决视觉跟踪和视觉导航问题

Detection Of Breast Cancer Using Neural Networks ⭐ 14

This project is made in Matlab Platform and it detects whether a person has cancer or not by taking into account his/her mammogram.

MATLAB demo code for our TPAMI'19 work: DECAMEL (DEep Clustering-based Asymmetric MEtric Learning)

Deep convolutional neural network for human activity recognition

Cnn Aided Weighted Interpolation For Channel Estimation In Vehicular Communications ⭐ 14

This repository includes the source code of the CNN-based channel estimators proposed in "CNN Aided Weighted Interpolation for Channel Estimation in Vehicular Communications" paper [1] that is published in the IEEE Transactions on Vehicular Technology, 2021.

Matconvnet Resnet ⭐ 14

MatConvNet Implementation for Deep Residual Networks

Deeplocnet ⭐ 14

WiFi based Radio-Inertial Localization

GitHub repository for "Building Deep Networks on Grassmann Manifolds", AAAI 2018.

Learning-based Just-noticeable-quantization-distortion Model for perceptual video coding

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