Top repositories
MATLAB-Deep-Learning-Model-Hub
Discover pretrained models for deep learning in MATLAB
transformer-models
Deep Learning Transformer models in MATLABreinforcement_learning_financial_trading
MATLAB example on how to use Reinforcement Learning for developing a financial trading modelFault-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.llms-with-matlab
Connect MATLAB to the OpenAI Chat Completions API (which powers ChatGPT)Image-Classification-in-MATLAB-Using-TensorFlow
This example shows how to call a TensorFlow model from MATLAB using co-execution with Python.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 learningpose-estimation-3d-with-stereo-camera
This demo uses a deep neural network and two generic cameras to perform 3D pose estimation.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.Industrial-Machinery-Anomaly-Detection
Extract features and detect anomalies in industrial machinery vibration data using a biLSTM autoencoderObject-Detection-Using-YOLO-v2-Deep-Learning
MATLAB example of deep learning based object detection using Yolo v2 with ResNet50 Base NetworkBrain-MRI-Age-Classification-using-Deep-Learning
MATLAB example using deep learning to classify chronological age from brain MRI imagesplaying-Pong-with-deep-reinforcement-learning
Train a reinforcement learning agent to play a variation of PongยฎExplore-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 networkโs predictions.COVID19-Face-Mask-Detection-using-deep-learning
The entire workflow of developing deep learning model for detecting face mask.Human-Pose-Estimation-with-Deep-Learning
MATLAB example of deep learning based human pose estimation.mask-rcnn
Mask-RCNN training and prediction in MATLAB for Instance Segmentationmtcnn-face-detection
Face detection and alignment using deep learningpix2pix
Image to Image Translation Using Generative Adversarial Networksresnet-50
Repo for ResNet-50constrained-deep-learning
Constrained deep learning is an advanced approach to training deep neural networks by incorporating domain-specific constraints into the learning process.Pretrained-YOLOX-Network-For-Object-Detection
YOLOX inference in MATLAB for Object Detection with yolox_s, yolox_m & yolox_l networksdeep-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 MATLABpretrained-spatial-CNN
Spatial-CNN for lane detection in MATLAB.googlenet
Repo for GoogLeNetpretrained-deeplabv3plus
DeepLabv3+ inference and training in MATLAB for Semantic SegmentationImage-domain-conversion-using-CycleGAN
MATLAB example of deep learning for image domain conversionObject-Detection-Using-Pretrained-YOLO-v2
YOLO v2 prediction and training in MATLAB for Object Detection with darknet19 & tinyYOLOv2 base networksresnet-18
Repo for ResNet-18pretrained-salsanext
Semantic segmentation and transfer learning using pretrained SalsaNext model in MATLABInverse-Problems-using-Physics-Informed-Neural-Networks-PINNs
pretrained-efficientdet-d0
Object detection and transfer learning using pretrained EfficientDet-D0 model in MATLAB.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/)fourier-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.transformer-networks-for-time-series-prediction
Deep Learning in Quantitative Finance: Transformer Networks for Time Series PredictionText-Detection-using-Deep-Learning
Text Detection using Pretrained CRAFT model in MATLABresnet-101
Repo for ResNet-101 modelmobilenet-v2
Repo for MobileNet-v2Automate-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.Image-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.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 XavierHamiltonian-Neural-Network
pillQC
A pill quality control dataset and associated anomaly detection examplestride-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.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.compare-PyTorch-models-from-MATLAB
Compare PyTorch models from MATLAB using co-executionClassification-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.coexecution_speech_command
PyTorch and TensorFlow Co-Execution for Speech Command RecognitionPretrained-YOLOv8-Network-For-Object-Detection
YOLO v8 inference in MATLAB for Object Detection with yolov8n, yolov8s, yolov8m, yolov8l, yolov8x, networksdeepspeech
This repo provides the pretrained DeepSpeech model in MATLAB. The model is compatible with transfer learning and C/C++ code generation.nerf
NeRF - Neural Radiance Fileds in MATLABPhysical-Concepts-Scinet
This repository provides implementation of SciNet network described in arXiv:1807.10300v3wav2vec-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 webcamSeven-Segment-Digit-Recognition
Seven Segment Digit Recognition in MATLABspeech-based-information-retrieval
Retrieve answers from a knowledge base via speech recognition and information retrieval.Deep_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 PiCSINet-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.Use-a-Python-Speech-Command-Recognition-System-to-MATLAB
Use a Python speech command recognition system in MATLABBiomass-Estimation-Starter-Code
satellite-image-semantic-segmentation
Semantic Segmentation of Large Satellite Images with blockedImage Datastorescompare-gradient-attribution-maps
Sanity checks for comparing gradient attribution mapsPretrained-RESA-Network-For-Road-Boundary-Detection
Pretrained RESA model for road boundary detection in MATLABAnimated-Adaptive-Linear-Neuron
Animating how Adaline classification works by minimizing cost. Showing comparison of three kinds of gradient descent.Convert-librosa-Audio-Feature-Extraction-To-MATLAB
Convert librosa Audio Feature Extraction To MATLAB