matlab-deep-learning

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.

deep-learning example matlab lstm fault-detection matlab-deep-learning

UpdatedSep 6, 2022
C++

matlab-deep-learning /Abnormal-EEG-Signal-Classification-Using-CNNs

Star50

This example shows how to build and train a convolutional neural network (CNN) from scratch to perform a classification task with an EEG dataset.

deep-learning matlab neuroscience open-data open-science convolutional-neural-networks eeg-data eeg-classification scinet matlab-deep-learning

UpdatedJan 9, 2023
MATLAB

matlab-deep-learning /rl-agent-based-traffic-control

Star49

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

reinforcement-learning deep-learning matlab traffic-control traffic-management matlab-deep-learning

UpdatedDec 18, 2020
MATLAB

matlab-deep-learning /Industrial-Machinery-Anomaly-Detection

Star47

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

deep-learning example matlab lstm autoencoder bilstm matlab-deep-learning

UpdatedSep 30, 2021
MATLAB

matlab-deep-learning /pose-estimation-3d-with-stereo-camera

Star45

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

deep-learning camera-calibration signal-processing example matlab human-pose-estimation pretrained-models 3d-reconstruction camera-pose-estimation image-yolov3 matlab-deep-learning

UpdatedApr 28, 2021
MATLAB

matlab-deep-learning /playing-Pong-with-deep-reinforcement-learning

Star43

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

reinforcement-learning deep-learning matlab pong-game ddpg-algorithm matlab-deep-learning

UpdatedMar 1, 2021
MATLAB

matlab-deep-learning /Brain-MRI-Age-Classification-using-Deep-Learning

Star38

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

deep-learning matlab neuroscience open-data open-science deep-learning-tutorial brain-mri-images matlab-deep-learning

UpdatedMar 18, 2025
MATLAB

matlab-deep-learning /Pretrained-YOLOv8-Network-For-Object-Detection

Star37

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

computer-vision deep-learning matlab image-processing yolo object-detection pretrained-models matlab-deep-learning yolov8

UpdatedFeb 12, 2025
MATLAB

matlab-deep-learning /Explore-Deep-Network-Explainability-Using-an-App

Star36

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, visualiz…

deep-learning matlab transfer-learning pretrained-models interpretable-deep-learning explainable-ai gradcam matlab-deep-learning