matlab-deep-learning

There are 13 repositories under matlab-deep-learning topic.

• matlab-deep-learning / MATLAB-Deep-Learning-Model-Hub

  Discover pretrained models for deep learning in MATLAB

  awesomeawesome-listdeep-learningmatlabmatlab-deep-learningmodel-zoopretrained-models
  Language:MATLAB 399

• matlab-deep-learning / transformer-models

  Deep Learning Transformer models in MATLAB

  deep-learningmatlabpretrained-modelstransformergpt-2gpt2bertfinbertmatlab-deep-learning
  Language:MATLAB 181

• matlab-deep-learning / reinforcement_learning_financial_trading

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

  algorithmic-tradingdeep-learningexamplematlabmatlab-deep-learningreinforcement-learning
  Language:MATLAB 143

• matlab-deep-learning / Fault-Detection-Using-Deep-Learning-Classification

  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.

  matlabdeep-learninglstmfault-detectionexamplematlab-deep-learning
  Language:C++ 70

• matlab-deep-learning / Abnormal-EEG-Signal-Classification-Using-CNNs

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

  deep-learningmatlabopen-dataopen-scienceeeg-classificationeeg-dataconvolutional-neural-networksscinetneurosciencematlab-deep-learning
  Language:MATLAB 44

• matlab-deep-learning / rl-agent-based-traffic-control

  Develop agent-based traffic management system by model-free reinforcement learning

  reinforcement-learningdeep-learningtraffic-managementtraffic-controlmatlabmatlab-deep-learning
  Language:MATLAB 43

• matlab-deep-learning / pose-estimation-3d-with-stereo-camera

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

  deep-learningsignal-processingimage-matlabexamplehuman-pose-estimationpretrained-modelsyolov33d-reconstructioncamera-calibrationcamera-pose-estimationmatlab-deep-learning
  Language:MATLAB 41

• matlab-deep-learning / Industrial-Machinery-Anomaly-Detection

  Extract features and detect anomalies in industrial machinery vibration data using a biLSTM autoencoder

  deep-learningexamplematlabautoencoderlstmbilstmmatlab-deep-learning
  Language:MATLAB 40

• matlab-deep-learning / Brain-MRI-Age-Classification-using-Deep-Learning

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

  brain-mri-imagesdeep-learningdeep-learning-tutorialmatlabmatlab-deep-learningneuroscienceopen-dataopen-science
  Language:MATLAB 32

• matlab-deep-learning / playing-Pong-with-deep-reinforcement-learning

  Train a reinforcement learning agent to play a variation of Pong®

  reinforcement-learningdeep-learningmatlabpong-gameddpg-algorithmmatlab-deep-learning
  Language:MATLAB 32

• matlab-deep-learning / Explore-Deep-Network-Explainability-Using-an-App

  This repository provides an app for exploring the predictions of an image classification network using several deep learning visualization techniques. Using the app, you can: explore network predictions with occlusion sensitivity, Grad-CAM, and gradient attribution methods, investigate misclassifications using confusion and t-SNE plots, visualize layer activations, and many more techniques to help you understand and explain your deep network’s predictions.

  deep-learningmatlabtransfer-learningpretrained-modelsinterpretable-deep-learningexplainable-aigradcammatlab-deep-learning
  Language:MATLAB 31
• COVID19-Face-Mask-Detection-using-deep-learning

  matlab-deep-learning / COVID19-Face-Mask-Detection-using-deep-learning

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

  deep-learningexamplematlabyolov2ssdcovid19matlab-deep-learning
  Language:MATLAB 28

• matlab-deep-learning / Human-Pose-Estimation-with-Deep-Learning

  MATLAB example of deep learning based human pose estimation.

  code-generationdeeplearningdeploymentexamplehuman-pose-estimationmatlabmatlab-deep-learning
  Language:HTML 27

• matlab-deep-learning / mask-rcnn

  Mask-RCNN training and prediction in MATLAB for Instance Segmentation

  deep-learningmatlabinstance-segmentationobject-detectionpretrained-modelsmatlab-deep-learning
  Language:MATLAB 26

• matlab-deep-learning / pix2pix

  Image to Image Translation Using Generative Adversarial Networks

  gandeep-learningmatlabgenerative-adversarial-networkpix2pixganscomputer-visionimage-generationneural-networkmatlab-deep-learning
  Language:MATLAB 25

• matlab-deep-learning / resnet-50

  Repo for ResNet-50

  deep-learningmatlabmatlab-deep-learningpretrained-models
  Language:MATLAB 25

• matlab-deep-learning / googlenet

  Repo for GoogLeNet

  deep-learningmatlabpretrained-modelsmatlab-deep-learning
  Language:MATLAB 23

• matlab-deep-learning / Pretrained-YOLOX-Network-For-Object-Detection

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

  computer-visiondeep-learningimage-processingmatlabmatlab-deep-learningobject-detectionpretrained-modelsyoloyolox-models
  23

• matlab-deep-learning / deep-sudoku-solver

  Find and solve sudoku puzzles in images using deep learning and computer vision

  deep-learningcomputer-visionmatlabsudoku-puzzlematlab-deep-learning
  Language:MATLAB 22

• matlab-deep-learning / Lidar-object-detection-using-complex-yolov4

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

  computer-visiondeep-learninglidarlidar-object-detectionmatlabmatlab-deep-learningobject-detectionpretrained-modelstiny-yolov4transfer-learningyoloyolov4
  Language:MATLAB 21

• matlab-deep-learning / pretrained-deeplabv3plus

  DeepLabv3+ inference and training in MATLAB for Semantic Segmentation

  matlabdeep-learningpretrained-modelssemantic-segmentationtransfer-learningdeeplabv3deeplabv3-plus-networkdeeplabv3-pluscomputer-visionmatlab-deep-learning
  Language:MATLAB 17

• matlab-deep-learning / Image-domain-conversion-using-CycleGAN

  MATLAB example of deep learning for image domain conversion

  matlabcyclegandeeplearningdeep-neural-networksimage-conversionexamplematlab-deep-learning
  Language:MATLAB 16

• matlab-deep-learning / Object-Detection-Using-Pretrained-YOLO-v2

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

  computer-visiondeep-learningimage-processingmatlabmatlab-deep-learningobject-detectionpretrained-modelstransfer-learningyoloyolov2
  16

• matlab-deep-learning / resnet-18

  Repo for ResNet-18

  deep-learningmatlabpretrained-modelsmatlab-deep-learning
  Language:MATLAB 16

• matlab-deep-learning / pretrained-efficientdet-d0

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

  computer-visiondeep-learningefficientdetimage-processingmatlabmatlab-deep-learningobject-detectionpretrained-modelstransfer-learning
  Language:MATLAB 14

• matlab-deep-learning / pretrained-salsanext

  Semantic segmentation and transfer learning using pretrained SalsaNext model in MATLAB

  automated-drivingcomputer-visiondeep-learninglidarlidar-object-detectionmatlabmatlab-deep-learningpandasetpointcloud-3d-detectionpretrained-modelssalsanextsemantic-segmentationtransfer-learning
  Language:MATLAB 14

• matlab-deep-learning / Social-Distancing-Monitoring-System

  AI-enabled social distancing detection tool that can detect if people are keeping a safe distance from each other by analyzing real-time video streams from the camera. - Idea Credit : Landing AI (https://landing.ai/)

  social-distancing-detectiondeep-learningmatlabexamplecamera-calibrationmatlab-deep-learning
  Language:MATLAB 14

• matlab-deep-learning / mobilenet-v2

  Repo for MobileNet-v2

  deep-learningmatlabmatlab-deep-learningpretrained-models
  Language:MATLAB 11

• matlab-deep-learning / resnet-101

  Repo for ResNet-101 model

  deep-learningmatlabpretrained-modelsmatlab-deep-learning
  Language:MATLAB 11

• matlab-deep-learning / pillQC

  A pill quality control dataset and associated anomaly detection example

  visualinspectionpillone-class-learningdeep-learninganomaly-detectionquality-assurancequality-controlmachine-learningcomputer-visionmachine-visionmatlab-deep-learning
  Language:MATLAB 10

• matlab-deep-learning / Quantized-Deep-Neural-Network-on-Jetson-AGX-Xavier

  How to create, train and quantize network, then integrate it into pre/post image processing and generate CUDA C++ code for targeting Jetson AGX Xavier

  code-generationdeep-learningdeploymentexamplejetson-nanojetson-xaviermatlabmatlab-deep-learningquantization
  Language:MATLAB 10

• matlab-deep-learning / stride-measurement-of-runner

  This sample script is to measure the stride of a runner in video by using pretrained deep learning model and simple signal processing.

  yolov3matlabdeep-learninghuman-pose-estimationimage-processingsignal-processingpretrained-modelsexamplematlab-deep-learning
  Language:MATLAB 9

• mathworks / Wood-Species-Classification-Using-Vibration-Signature

  Artificial Intelligence based model for classifying different wood species based on specific vibration characteristics.

  artificial-intelligenceconvolutional-neural-networksdeep-learningvibrational-analysisdata-acquisitionwavelet-transformmachine-learningnational-instrumentsmathworksvibrationmatlabhardwarematlab-deep-learning
  Language:MATLAB 8

• matlab-deep-learning / Classification-of-SARS-COVID-19-and-Other-Lung-Infections-from-Chest-X-Ray-Scan-Images-with-DenseNet

  This example shows how to train a deep neural network to classify SARS COVID-19 and other lung infections using chest X-ray (CXR) images.

  matlabdeep-learningcomputer-visioncovid19densenetchest-xray-imagesmedical-image-processingmatlab-deep-learning
  Language:MATLAB 8

• matlab-deep-learning / neuron-coverage-for-deep-learning

  Compute the neuron coverage of a deep learning network in MATLAB.

  deep-learningdeep-neural-networksmatlabmatlab-deep-learningneuron-coverage
  Language:MATLAB 8

• matlab-deep-learning / deepspeech

  This repo provides the pretrained DeepSpeech model in MATLAB. The model is compatible with transfer learning and C/C++ code generation.

  audiodeep-learningdeploymentmatlabmatlab-deep-learningpretrained-modelsspeech-to-texttransfer-learning
  Language:MATLAB 7