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matlab-deep-learning

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This example shows how to use MATLAB to train a TensorFlow model and tune it's hyperparameters using co-execution with Python.

MATLAB-Deep-Learning-Model-Hub

Discover pretrained models for deep learning in MATLAB

MATLAB

447

transformer-models

Deep Learning Transformer models in MATLAB

MATLAB

199

reinforcement_learning_financial_trading

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

MATLAB

153

llms-with-matlab

Connect MATLAB to LLM APIs, including OpenAI® Chat Completions, Azure® OpenAI Services, and Ollama™

MATLAB

104

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.

C++

Image-Classification-in-MATLAB-Using-TensorFlow

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

MATLAB

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.

MATLAB

pretrained-yolo-v4

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

MATLAB

rl-agent-based-traffic-control

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

MATLAB

Industrial-Machinery-Anomaly-Detection

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

MATLAB

pose-estimation-3d-with-stereo-camera

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

MATLAB

constrained-deep-learning

Constrained deep learning is an advanced approach to training deep neural networks by incorporating domain-specific constraints into the learning process.

MATLAB

Object-Detection-Using-YOLO-v2-Deep-Learning

MATLAB example of deep learning based object detection using Yolo v2 with ResNet50 Base Network

Cuda

playing-Pong-with-deep-reinforcement-learning

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

MATLAB

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.

MATLAB

Brain-MRI-Age-Classification-using-Deep-Learning

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

MATLAB

transformer-networks-for-time-series-prediction

Deep Learning in Quantitative Finance: Transformer Networks for Time Series Prediction

MATLAB

Inverse-Problems-using-Physics-Informed-Neural-Networks-PINNs

MATLAB

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

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

MATLAB

mask-rcnn

Mask-RCNN training and prediction in MATLAB for Instance Segmentation

MATLAB

pix2pix

Image to Image Translation Using Generative Adversarial Networks

MATLAB

Human-Pose-Estimation-with-Deep-Learning

MATLAB example of deep learning based human pose estimation.

HTML

mtcnn-face-detection

Face detection and alignment using deep learning

HTML

resnet-50

Repo for ResNet-50

MATLAB

pretrained-spatial-CNN

Spatial-CNN for lane detection in MATLAB.

MATLAB

Pretrained-YOLOX-Network-For-Object-Detection

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

Pretrained-YOLOv8-Network-For-Object-Detection

YOLO v8 training and inference in MATLAB for Object Detection with yolov8n, yolov8s, yolov8m, yolov8l, yolov8x, networks

MATLAB

pretrained-deeplabv3plus

DeepLabv3+ inference and training in MATLAB for Semantic Segmentation

MATLAB

googlenet

Repo for GoogLeNet

MATLAB

deep-sudoku-solver

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

MATLAB

Lidar-object-detection-using-complex-yolov4

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

MATLAB

2D-Differentiable-Rendering-Example

MATLAB

resnet-18

Repo for ResNet-18

MATLAB

Object-Detection-Using-Pretrained-YOLO-v2

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

Image-domain-conversion-using-CycleGAN

MATLAB example of deep learning for image domain conversion

MATLAB

fourier-neural-operator

MATLAB

pretrained-efficientdet-d0

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

MATLAB

pretrained-salsanext

Semantic segmentation and transfer learning using pretrained SalsaNext model in MATLAB

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/)

MATLAB

mobilenet-v2

Repo for MobileNet-v2

MATLAB

Text-Detection-using-Deep-Learning

Text Detection using Pretrained CRAFT model in MATLAB

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.

MATLAB

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.

MATLAB

resnet-101

Repo for ResNet-101 model

MATLAB

compare-PyTorch-models-from-MATLAB

Compare PyTorch models from MATLAB using co-execution

MATLAB

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

MATLAB

Hamiltonian-Neural-Network

MATLAB

pillQC

A pill quality control dataset and associated anomaly detection example

MATLAB

CSINet-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.

MATLAB

neuron-coverage-for-deep-learning

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

MATLAB

quantization-aware-training

This example shows how to perform quantization aware training for transfer learned MobileNet-v2 network.

HTML

nerf

NeRF - Neural Radiance Fileds in MATLAB

MATLAB

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.

MATLAB

coexecution_speech_command

PyTorch and TensorFlow Co-Execution for Speech Command Recognition

Python

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.

MATLAB

Physical-Concepts-Scinet

This repository provides implementation of SciNet network described in arXiv:1807.10300v3

MATLAB

deepspeech

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

MATLAB

Seven-Segment-Digit-Recognition

Seven Segment Digit Recognition in MATLAB

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 Pi

MATLAB

wav2vec-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?

MATLAB

artistic-style-transfer

Artistic fast style transfer with a webcam

MATLAB

Biomass-Estimation-Starter-Code

speech-based-information-retrieval

Retrieve answers from a knowledge base via speech recognition and information retrieval.

MATLAB

Graph-Neural-Network-for-Heat-Transfer-Problem

Use-a-Python-Speech-Command-Recognition-System-to-MATLAB

Use a Python speech command recognition system in MATLAB

MATLAB

satellite-image-semantic-segmentation

Semantic Segmentation of Large Satellite Images with blockedImage Datastores

MATLAB

compare-gradient-attribution-maps

Sanity checks for comparing gradient attribution maps

MATLAB

Pretrained-RESA-Network-For-Road-Boundary-Detection

Pretrained RESA model for road boundary detection in MATLAB

MATLAB

Physics-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 networks

MATLAB

pretrained-dlCHOMP

Pretrained networks for Deep-Learning-Based Covariant Hamiltonian Optimization for Motion Planning (DLCHOMP) of robotic manipulators for MATLAB®

MATLAB

Animated-Adaptive-Linear-Neuron

Animating how Adaline classification works by minimizing cost. Showing comparison of three kinds of gradient descent.

MATLAB

object-detection-and-explainability-for-tensorflow-and-pytorch-models

MATLAB

Convert-librosa-Audio-Feature-Extraction-To-MATLAB

Convert librosa Audio Feature Extraction To MATLAB

MATLAB

physics-informed-neural-networks-with-matlab-live-coding-session

Solve mass spring damper system with phyics-informed neural networks in MATLAB

MATLAB

matlab-deep-learning/Hyperparameter-Tuning-in-MATLAB-using-Experiment-Manager-and-TensorFlow

matlab-deep-learning

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