MATLAB Deep Learning

MATLAB-Deep-Learning-Model-Hub

Discover pretrained models for deep learning in MATLAB

reinforcement_learning_financial_trading

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

llms-with-matlab

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

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.

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

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

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-YOLOX-Network-For-Object-Detection

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

transformer-networks-for-time-series-prediction

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

Lidar-object-detection-using-complex-yolov4

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

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

Pretrained-YOLOv8-Network-For-Object-Detection

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

Object-Detection-Using-Pretrained-YOLO-v2

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

pretrained-efficientdet-d0

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

Text-Detection-using-Deep-Learning

Text Detection using Pretrained CRAFT model in 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

compare-PyTorch-models-from-MATLAB

Compare PyTorch models from MATLAB using co-execution

neuron-coverage-for-deep-learning

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

nerf

NeRF - Neural Radiance Fileds in MATLAB

quantization-aware-training

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

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.

Physical-Concepts-Scinet

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

Seven-Segment-Digit-Recognition

Seven Segment Digit Recognition in MATLAB

artistic-style-transfer

Artistic fast style transfer with a webcam

compare-gradient-attribution-maps

Sanity checks for comparing gradient attribution maps

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

Convert librosa Audio Feature Extraction To MATLAB

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

pretrained-dlCHOMP

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

anomaly-detection-with-text-variational-autoencoder

fine-tune-BERT-classification