MATLAB Deep Learning

MATLAB-Deep-Learning-Model-Hub

Discover pretrained models for deep learning in MATLAB

llms-with-matlab

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

SciML-and-Physics-Informed-Machine-Learning-Examples

This repository collates a number of MATLAB examples demonstrating Scientific Machine Learning (SciML) and Physics Informed Machine Learning.

constrained-deep-learning

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

pretrained-yolo-v4

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

Pretrained-YOLOv8-Network-For-Object-Detection

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

playing-Pong-with-deep-reinforcement-learning

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

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

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

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.

2D-Differentiable-Rendering-Example

Lidar-object-detection-using-complex-yolov4

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

Physics-Informed-Neural-Networks-for-Heat-Transfer

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.

Hamiltonian-Neural-Network

PINNsOptionPricing

Apply Physics-informed neural networks in solving Black-Scholes Equations

pretrained-salsanext

Semantic segmentation and transfer learning using pretrained SalsaNext model in MATLAB

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

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

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

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

Pretrained-Yolov9-Network-For-Object-Detection

YOLO v9 inference in MATLAB for Object Detection with yolov9t, yolov9s, yolov9m, yolov9c and yolov9e networks

Seven-Segment-Digit-Recognition

Seven Segment Digit Recognition in MATLAB

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

Use a Python speech command recognition system in MATLAB

artistic-style-transfer

Artistic fast style transfer with a webcam

zero-shot-anomaly-classification-with-EfficientAD-and-LLM

compare-gradient-attribution-maps

Sanity checks for comparing gradient attribution maps

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

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

Convert librosa Audio Feature Extraction To MATLAB

nanogpt-in-matlab

MATLAB® adaptation of Andrej Karpathy's online lecture "Let's build GPT: from scratch, in code, spelled out"

Cone-Detection-Using-Deep-Learning-for-Formula-Student-Driverless

This project presents a complete workflow for cone detection in Formula Student Driverless scenarios using deep learning.