Pinned Repositories
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.
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-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.
Image-Classification-in-MATLAB-Using-TensorFlow
This example shows how to call a TensorFlow model from MATLAB using co-execution with Python.
Inverse-Problems-using-Physics-Informed-Neural-Networks-PINNs
llms-with-matlab
Connect MATLAB to LLM APIs, including OpenAI® Chat Completions, Azure® OpenAI Services, and Ollama™
MATLAB-Deep-Learning-Model-Hub
Discover pretrained models for deep learning in MATLAB
pretrained-yolo-v4
Object detection and transfer learning using pretrained YOLO v4 models in MATLAB.
reinforcement_learning_financial_trading
MATLAB example on how to use Reinforcement Learning for developing a financial trading model
transformer-models
Deep Learning Transformer models in MATLAB
MATLAB Deep Learning's Repositories
matlab-deep-learning/MATLAB-Deep-Learning-Model-Hub
Discover pretrained models for deep learning in MATLAB
matlab-deep-learning/reinforcement_learning_financial_trading
MATLAB example on how to use Reinforcement Learning for developing a financial trading model
matlab-deep-learning/llms-with-matlab
Connect MATLAB to LLM APIs, including OpenAI® Chat Completions, Azure® OpenAI Services, and Ollama™
matlab-deep-learning/Image-Classification-in-MATLAB-Using-TensorFlow
This example shows how to call a TensorFlow model from MATLAB using co-execution with Python.
matlab-deep-learning/pretrained-yolo-v4
Object detection and transfer learning using pretrained YOLO v4 models in MATLAB.
matlab-deep-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.
matlab-deep-learning/transformer-networks-for-time-series-prediction
Deep Learning in Quantitative Finance: Transformer Networks for Time Series Prediction
matlab-deep-learning/Brain-MRI-Age-Classification-using-Deep-Learning
MATLAB example using deep learning to classify chronological age from brain MRI images
matlab-deep-learning/Pretrained-YOLOv8-Network-For-Object-Detection
YOLO v8 training and inference in MATLAB for Object Detection with yolov8n, yolov8s, yolov8m, yolov8l, yolov8x, networks
matlab-deep-learning/Pretrained-YOLOX-Network-For-Object-Detection
YOLOX inference in MATLAB for Object Detection with yolox_s, yolox_m & yolox_l networks
matlab-deep-learning/2D-Differentiable-Rendering-Example
matlab-deep-learning/Object-Detection-Using-Pretrained-YOLO-v2
YOLO v2 prediction and training in MATLAB for Object Detection with darknet19 & tinyYOLOv2 base networks
matlab-deep-learning/Physics-Informed-Neural-Networks-for-Heat-Transfer
matlab-deep-learning/pretrained-efficientdet-d0
Object detection and transfer learning using pretrained EfficientDet-D0 model in MATLAB.
matlab-deep-learning/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-deep-learning/Text-Detection-using-Deep-Learning
Text Detection using Pretrained CRAFT model in MATLAB
matlab-deep-learning/nerf
NeRF - Neural Radiance Fileds in MATLAB
matlab-deep-learning/quantization-aware-training
This example shows how to perform quantization aware training for transfer learned MobileNet-v2 network.
matlab-deep-learning/Graph-Neural-Network-for-Heat-Transfer-Problem
matlab-deep-learning/physics-informed-neural-networks-with-matlab-live-coding-session
Solve mass spring damper system with phyics-informed neural networks in MATLAB
matlab-deep-learning/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.
matlab-deep-learning/Seven-Segment-Digit-Recognition
Seven Segment Digit Recognition in MATLAB
matlab-deep-learning/Pretrained-Yolov9-Network-For-Object-Detection
YOLO v9 inference in MATLAB for Object Detection with yolov9t, yolov9s, yolov9m, yolov9c and yolov9e networks
matlab-deep-learning/Use-a-Python-Speech-Command-Recognition-System-to-MATLAB
Use a Python speech command recognition system in MATLAB
matlab-deep-learning/compare-gradient-attribution-maps
Sanity checks for comparing gradient attribution maps
matlab-deep-learning/object-detection-and-explainability-for-tensorflow-and-pytorch-models
matlab-deep-learning/pretrained-dlCHOMP
Pretrained networks for Deep-Learning-Based Covariant Hamiltonian Optimization for Motion Planning (DLCHOMP) of robotic manipulators for MATLAB®
matlab-deep-learning/Convert-librosa-Audio-Feature-Extraction-To-MATLAB
Convert librosa Audio Feature Extraction To MATLAB
matlab-deep-learning/anomaly-detection-with-text-variational-autoencoder
matlab-deep-learning/fine-tune-BERT-classification