MATLAB-Deep-Learning-Model-Hub
Discover pretrained models for deep learning in MATLABtransformer-models
Deep Learning Transformer models in MATLABreinforcement_learning_financial_trading
MATLAB example on how to use Reinforcement Learning for developing a financial trading modelllms-with-matlab
Connect MATLAB to LLM APIs, including OpenAI® Chat Completions, Azure® OpenAI Services, and Ollama™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.Image-Classification-in-MATLAB-Using-TensorFlow
This example shows how to call a TensorFlow model from MATLAB using co-execution with Python.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.pretrained-yolo-v4
Object detection and transfer learning using pretrained YOLO v4 models in MATLAB.rl-agent-based-traffic-control
Develop agent-based traffic management system by model-free reinforcement learningIndustrial-Machinery-Anomaly-Detection
Extract features and detect anomalies in industrial machinery vibration data using a biLSTM autoencoderpose-estimation-3d-with-stereo-camera
This demo uses a deep neural network and two generic cameras to perform 3D pose estimation.constrained-deep-learning
Constrained deep learning is an advanced approach to training deep neural networks by incorporating domain-specific constraints into the learning process.Object-Detection-Using-YOLO-v2-Deep-Learning
MATLAB example of deep learning based object detection using Yolo v2 with ResNet50 Base Networkplaying-Pong-with-deep-reinforcement-learning
Train a reinforcement learning agent to play a variation of Pong®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.Brain-MRI-Age-Classification-using-Deep-Learning
MATLAB example using deep learning to classify chronological age from brain MRI imagestransformer-networks-for-time-series-prediction
Deep Learning in Quantitative Finance: Transformer Networks for Time Series PredictionInverse-Problems-using-Physics-Informed-Neural-Networks-PINNs
COVID19-Face-Mask-Detection-using-deep-learning
The entire workflow of developing deep learning model for detecting face mask.mask-rcnn
Mask-RCNN training and prediction in MATLAB for Instance Segmentationpix2pix
Image to Image Translation Using Generative Adversarial NetworksHuman-Pose-Estimation-with-Deep-Learning
MATLAB example of deep learning based human pose estimation.mtcnn-face-detection
Face detection and alignment using deep learningresnet-50
Repo for ResNet-50pretrained-spatial-CNN
Spatial-CNN for lane detection in MATLAB.Pretrained-YOLOX-Network-For-Object-Detection
YOLOX inference in MATLAB for Object Detection with yolox_s, yolox_m & yolox_l networksPretrained-YOLOv8-Network-For-Object-Detection
YOLO v8 training and inference in MATLAB for Object Detection with yolov8n, yolov8s, yolov8m, yolov8l, yolov8x, networkspretrained-deeplabv3plus
DeepLabv3+ inference and training in MATLAB for Semantic Segmentationgooglenet
Repo for GoogLeNetdeep-sudoku-solver
Find and solve sudoku puzzles in images using deep learning and computer visionLidar-object-detection-using-complex-yolov4
Object detection and transfer learning on point clouds using pretrained Complex-YOLOv4 models in MATLAB2D-Differentiable-Rendering-Example
resnet-18
Repo for ResNet-18Object-Detection-Using-Pretrained-YOLO-v2
YOLO v2 prediction and training in MATLAB for Object Detection with darknet19 & tinyYOLOv2 base networksImage-domain-conversion-using-CycleGAN
MATLAB example of deep learning for image domain conversionfourier-neural-operator
Hyperparameter-Tuning-in-MATLAB-using-Experiment-Manager-and-TensorFlow
This example shows how to use MATLAB to train a TensorFlow model and tune it's hyperparameters using co-execution with Python.pretrained-efficientdet-d0
Object detection and transfer learning using pretrained EfficientDet-D0 model in MATLAB.pretrained-salsanext
Semantic segmentation and transfer learning using pretrained SalsaNext model in MATLABSocial-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/)mobilenet-v2
Repo for MobileNet-v2Text-Detection-using-Deep-Learning
Text Detection using Pretrained CRAFT model in MATLABImage-Classification-in-MATLAB-Using-Converted-TensorFlow-Model
This repository shows how to import a pretrained TensorFlow model in the SavedModel format, and use the imported network to classify an image.Automate-Labeling-in-Image-Labeler-using-a-Pretrained-TensorFlow-Object-Detector
This example shows how to automate object labeling in the Image Labeler app using a TensorFlow object detector model trained in Python.resnet-101
Repo for ResNet-101 modelcompare-PyTorch-models-from-MATLAB
Compare PyTorch models from MATLAB using co-executionQuantized-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 XavierHamiltonian-Neural-Network
pillQC
A pill quality control dataset and associated anomaly detection exampleCSINet-Channel-Compression-in-MATLAB-Using-Keras
This example shows how to co-execute MATLAB and Python to simulate the effect of channel estimate compression on precoding in a MIMO OFDM channel.neuron-coverage-for-deep-learning
Compute the neuron coverage of a deep learning network in MATLAB.quantization-aware-training
This example shows how to perform quantization aware training for transfer learned MobileNet-v2 network.nerf
NeRF - Neural Radiance Fileds in MATLABstride-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.coexecution_speech_command
PyTorch and TensorFlow Co-Execution for Speech Command RecognitionClassification-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.Physical-Concepts-Scinet
This repository provides implementation of SciNet network described in arXiv:1807.10300v3deepspeech
This repo provides the pretrained DeepSpeech model in MATLAB. The model is compatible with transfer learning and C/C++ code generation.Seven-Segment-Digit-Recognition
Seven Segment Digit Recognition in MATLABDeep_Learning_Poker_Player_using_MATLAB_and_Raspberry_Pi
This example shows how to use automatic code generation to deploy a deep learning model from MATLAB to Raspberry Piwav2vec-2.0
This repo provides the pretrained baseline 960 hours wav2vec 2.0 model in MATLAB.convmixer-patches-are-all-you-need
ConvMixer - Patches Are All You Need?artistic-style-transfer
Artistic fast style transfer with a webcamBiomass-Estimation-Starter-Code
speech-based-information-retrieval
Retrieve answers from a knowledge base via speech recognition and information retrieval.Graph-Neural-Network-for-Heat-Transfer-Problem
satellite-image-semantic-segmentation
Semantic Segmentation of Large Satellite Images with blockedImage DatastoresUse-a-Python-Speech-Command-Recognition-System-to-MATLAB
Use a Python speech command recognition system in MATLABcompare-gradient-attribution-maps
Sanity checks for comparing gradient attribution mapsPretrained-RESA-Network-For-Road-Boundary-Detection
Pretrained RESA model for road boundary detection in MATLABPhysics-Informed-Neural-Networks-for-Heat-Transfer
Pretrained-Yolov9-Network-For-Object-Detection
YOLO v9 inference in MATLAB for Object Detection with yolov9t, yolov9s, yolov9m, yolov9c and yolov9e networkspretrained-dlCHOMP
Pretrained networks for Deep-Learning-Based Covariant Hamiltonian Optimization for Motion Planning (DLCHOMP) of robotic manipulators for MATLAB®Animated-Adaptive-Linear-Neuron
Animating how Adaline classification works by minimizing cost. Showing comparison of three kinds of gradient descent.object-detection-and-explainability-for-tensorflow-and-pytorch-models
Convert-librosa-Audio-Feature-Extraction-To-MATLAB
Convert librosa Audio Feature Extraction To MATLABphysics-informed-neural-networks-with-matlab-live-coding-session
Solve mass spring damper system with phyics-informed neural networks in MATLABLove Open Source and this site? Check out how you can help us