Pinned Repositories
constrained-deep-learning
Constrained deep learning is an advanced approach to training deep neural networks by incorporating domain-specific constraints into the learning process.
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-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
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.
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/llms-with-matlab
Connect MATLAB to LLM APIs, including OpenAI® Chat Completions, Azure® OpenAI Services, and Ollama™
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/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/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/playing-Pong-with-deep-reinforcement-learning
Train a reinforcement learning agent to play a variation of Pong®
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/COVID19-Face-Mask-Detection-using-deep-learning
The entire workflow of developing deep learning model for detecting face mask.
matlab-deep-learning/Human-Pose-Estimation-with-Deep-Learning
MATLAB example of deep learning based human pose estimation.
matlab-deep-learning/2D-Differentiable-Rendering-Example
matlab-deep-learning/Lidar-object-detection-using-complex-yolov4
Object detection and transfer learning on point clouds using pretrained Complex-YOLOv4 models in MATLAB
matlab-deep-learning/Physics-Informed-Neural-Networks-for-Heat-Transfer
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/Hamiltonian-Neural-Network
matlab-deep-learning/PINNsOptionPricing
Apply Physics-informed neural networks in solving Black-Scholes Equations
matlab-deep-learning/pretrained-salsanext
Semantic segmentation and transfer learning using pretrained SalsaNext model in MATLAB
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/Graph-Neural-Network-for-Heat-Transfer-Problem
matlab-deep-learning/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-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/Seven-Segment-Digit-Recognition
Seven Segment Digit Recognition in MATLAB
matlab-deep-learning/Use-a-Python-Speech-Command-Recognition-System-to-MATLAB
Use a Python speech command recognition system in MATLAB
matlab-deep-learning/artistic-style-transfer
Artistic fast style transfer with a webcam
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/zero-shot-anomaly-classification-with-EfficientAD-and-LLM
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/Convert-librosa-Audio-Feature-Extraction-To-MATLAB
Convert librosa Audio Feature Extraction To MATLAB
matlab-deep-learning/nanogpt-in-matlab
MATLAB® adaptation of Andrej Karpathy's online lecture "Let's build GPT: from scratch, in code, spelled out"
matlab-deep-learning/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.