Projects in Awesome Lists tagged with matlab-deep-learning
A curated list of projects in awesome lists tagged with matlab-deep-learning .
https://github.com/matlab-deep-learning/transformer-models
Deep Learning Transformer models in MATLAB
bert deep-learning finbert gpt-2 gpt2 matlab matlab-deep-learning pretrained-models transformer
Last synced: 09 Apr 2025
https://github.com/matlab-deep-learning/reinforcement_learning_financial_trading
MATLAB example on how to use Reinforcement Learning for developing a financial trading model
algorithmic-trading deep-learning example matlab matlab-deep-learning reinforcement-learning
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/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.
deep-learning example fault-detection lstm matlab matlab-deep-learning
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/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.
convolutional-neural-networks deep-learning eeg-classification eeg-data matlab matlab-deep-learning neuroscience open-data open-science scinet
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/industrial-machinery-anomaly-detection
Extract features and detect anomalies in industrial machinery vibration data using a biLSTM autoencoder
autoencoder bilstm deep-learning example lstm matlab matlab-deep-learning
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/playing-pong-with-deep-reinforcement-learning
Train a reinforcement learning agent to play a variation of Pong®
ddpg-algorithm deep-learning matlab matlab-deep-learning pong-game reinforcement-learning
Last synced: 07 May 2025
https://github.com/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
computer-vision deep-learning image-processing matlab matlab-deep-learning object-detection pretrained-models yolo yolov8
Last synced: 12 May 2025
https://github.com/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
computer-vision deep-learning image-processing matlab matlab-deep-learning object-detection pretrained-models yolo yolov8
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/pose-estimation-3d-with-stereo-camera
This demo uses a deep neural network and two generic cameras to perform 3D pose estimation.
3d-reconstruction camera-calibration camera-pose-estimation deep-learning example human-pose-estimation image- matlab matlab-deep-learning pretrained-models signal-processing yolov3
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/brain-mri-age-classification-using-deep-learning
MATLAB example using deep learning to classify chronological age from brain MRI images
brain-mri-images deep-learning deep-learning-tutorial matlab matlab-deep-learning neuroscience open-data open-science
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/explore-deep-network-explainability-using-an-app
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, visualize layer activations, and many more techniques to help you understand and explain your deep network’s predictions.
deep-learning explainable-ai gradcam interpretable-deep-learning matlab matlab-deep-learning pretrained-models transfer-learning
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/pix2pix
Image to Image Translation Using Generative Adversarial Networks
computer-vision deep-learning gan gans generative-adversarial-network image-generation matlab matlab-deep-learning neural-network pix2pix
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/covid19-face-mask-detection-using-deep-learning
The entire workflow of developing deep learning model for detecting face mask.
covid19 deep-learning example matlab matlab-deep-learning ssd yolov2
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/rl-agent-based-traffic-control
Develop agent-based traffic management system by model-free reinforcement learning
deep-learning matlab matlab-deep-learning reinforcement-learning traffic-control traffic-management
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/mask-rcnn
Mask-RCNN training and prediction in MATLAB for Instance Segmentation
deep-learning instance-segmentation matlab matlab-deep-learning object-detection pretrained-models
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/resnet-50
Repo for ResNet-50
deep-learning matlab matlab-deep-learning pretrained-models
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/human-pose-estimation-with-deep-learning
MATLAB example of deep learning based human pose estimation.
code-generation deeplearning deployment example human-pose-estimation matlab matlab-deep-learning
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/lidar-object-detection-using-complex-yolov4
Object detection and transfer learning on point clouds using pretrained Complex-YOLOv4 models in MATLAB
computer-vision deep-learning lidar lidar-object-detection matlab matlab-deep-learning object-detection pretrained-models tiny-yolov4 transfer-learning yolo yolov4
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/pretrained-yolox-network-for-object-detection
YOLOX inference in MATLAB for Object Detection with yolox_s, yolox_m & yolox_l networks
computer-vision deep-learning image-processing matlab matlab-deep-learning object-detection pretrained-models yolo yolox-models
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/Lidar-object-detection-using-complex-yolov4
Object detection and transfer learning on point clouds using pretrained Complex-YOLOv4 models in MATLAB
computer-vision deep-learning lidar lidar-object-detection matlab matlab-deep-learning object-detection pretrained-models tiny-yolov4 transfer-learning yolo yolov4
Last synced: 20 Mar 2025
https://github.com/matlab-deep-learning/pretrained-deeplabv3plus
DeepLabv3+ inference and training in MATLAB for Semantic Segmentation
computer-vision deep-learning deeplabv3 deeplabv3-plus deeplabv3-plus-network matlab matlab-deep-learning pretrained-models semantic-segmentation transfer-learning
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/deep-sudoku-solver
Find and solve sudoku puzzles in images using deep learning and computer vision
computer-vision deep-learning matlab matlab-deep-learning sudoku-puzzle
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/googlenet
Repo for GoogLeNet
deep-learning matlab matlab-deep-learning pretrained-models
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/object-detection-using-pretrained-yolo-v2
YOLO v2 prediction and training in MATLAB for Object Detection with darknet19 & tinyYOLOv2 base networks
computer-vision deep-learning image-processing matlab matlab-deep-learning object-detection pretrained-models transfer-learning yolo yolov2
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/image-domain-conversion-using-cyclegan
MATLAB example of deep learning for image domain conversion
cyclegan deep-neural-networks deeplearning example image-conversion matlab matlab-deep-learning
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/resnet-18
Repo for ResNet-18
deep-learning matlab matlab-deep-learning pretrained-models
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/pretrained-efficientdet-d0
Object detection and transfer learning using pretrained EfficientDet-D0 model in MATLAB.
computer-vision deep-learning efficientdet image-processing matlab matlab-deep-learning object-detection pretrained-models transfer-learning
Last synced: 07 May 2025
https://github.com/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.
communications csinet deep-learning keras matlab matlab-deep-learning tensorflow
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/pretrained-salsanext
Semantic segmentation and transfer learning using pretrained SalsaNext model in MATLAB
automated-driving computer-vision deep-learning lidar lidar-object-detection matlab matlab-deep-learning pandaset pointcloud-3d-detection pretrained-models salsanext semantic-segmentation transfer-learning
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/social-distancing-monitoring-system
AI-enabled social distancing detection tool that can detect if people are keeping a safe distance from each other by analyzing real-time video streams from the camera. - Idea Credit : Landing AI (https://landing.ai/)
camera-calibration deep-learning example matlab matlab-deep-learning social-distancing-detection
Last synced: 12 Jun 2025
https://github.com/matlab-deep-learning/mobilenet-v2
Repo for MobileNet-v2
deep-learning matlab matlab-deep-learning pretrained-models
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/resnet-101
Repo for ResNet-101 model
deep-learning matlab matlab-deep-learning pretrained-models
Last synced: 07 May 2025
https://github.com/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
code-generation deep-learning deployment example jetson-nano jetson-xavier matlab matlab-deep-learning quantization
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/pillqc
A pill quality control dataset and associated anomaly detection example
anomaly-detection computer-vision deep-learning inspection machine-learning machine-vision matlab-deep-learning one-class-learning pill quality-assurance quality-control visual
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/neuron-coverage-for-deep-learning
Compute the neuron coverage of a deep learning network in MATLAB.
deep-learning deep-neural-networks matlab matlab-deep-learning neuron-coverage
Last synced: 07 May 2025
https://github.com/mathworks/wood-species-classification-using-vibration-signature
Artificial Intelligence based model for classifying different wood species based on specific vibration characteristics.
artificial-intelligence convolutional-neural-networks data-acquisition deep-learning hardware machine-learning mathworks matlab matlab-deep-learning national-instruments vibration vibrational-analysis wavelet-transform
Last synced: 06 May 2025
https://github.com/matlab-deep-learning/stride-measurement-of-runner
This sample script is to measure the stride of a runner in video by using pretrained deep learning model and simple signal processing.
deep-learning example human-pose-estimation image-processing matlab matlab-deep-learning pretrained-models signal-processing yolov3
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/physical-concepts-scinet
This repository provides implementation of SciNet network described in arXiv:1807.10300v3
deeplearning discovering-physical-concepts matlab matlab-deep-learning scinet variational-autoencoder
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/wav2vec-2.0
This repo provides the pretrained baseline 960 hours wav2vec 2.0 model in MATLAB.
audio deep-learning matlab matlab-deep-learning pretrained-models speech-to-text
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/coexecution_speech_command
PyTorch and TensorFlow Co-Execution for Speech Command Recognition
audio co-execution deep-learning example matlab matlab-deep-learning pytorch tensorflow
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/classification-of-sars-covid-19-and-other-lung-infections-from-chest-x-ray-scan-images-with-densenet
This example shows how to train a deep neural network to classify SARS COVID-19 and other lung infections using chest X-ray (CXR) images.
chest-xray-images computer-vision covid19 deep-learning densenet matlab matlab-deep-learning medical-image-processing
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/deepspeech
This repo provides the pretrained DeepSpeech model in MATLAB. The model is compatible with transfer learning and C/C++ code generation.
audio deep-learning deployment matlab matlab-deep-learning pretrained-models speech-to-text transfer-learning
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/seven-segment-digit-recognition
Seven Segment Digit Recognition in MATLAB
computer-vision deep-learning industrial-automation matlab matlab-deep-learning ocr ocr-recognition pretrained-models seven-segment seven-segments-display text-detection text-detection-recognition
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/deep_learning_poker_player_using_matlab_and_raspberry_pi
This example shows how to use automatic code generation to deploy a deep learning model from MATLAB to Raspberry Pi
code-generation deep-learning deployment example matlab matlab-deep-learning neural-networks raspberry-pi
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/Seven-Segment-Digit-Recognition
Seven Segment Digit Recognition in MATLAB
computer-vision deep-learning industrial-automation matlab matlab-deep-learning ocr ocr-recognition pretrained-models seven-segment seven-segments-display text-detection text-detection-recognition
Last synced: 12 May 2025
https://github.com/matlab-deep-learning/convmixer-patches-are-all-you-need
ConvMixer - Patches Are All You Need?
cifar10 cifar10-classification deep-learning example image-classification matlab matlab-deep-learning pretrained-models
Last synced: 07 May 2025
https://github.com/matlab-deep-learning/compare-gradient-attribution-maps
Sanity checks for comparing gradient attribution maps
deep-learning example gradient-attribution gradient-attribution-map matlab matlab-deep-learning saliency-maps
Last synced: 07 May 2025
https://github.com/thecoderpinar/earthquake_prediction_analysis_project
🌍 Welcome to the Earthquake Prediction Analysis Project! 🚀 This project aims to predict earthquake magnitudes using LSTM neural networks and analyze seismic data. Explore, analyze, and forecast earthquakes with ease! 📈🔮
analysis data-analysis data-science earthquake-prediction geocoding geology lstm lstm-neural-networks machine-learning matlab matlab-deep-learning open-source time-series visualization
Last synced: 16 Dec 2024
https://github.com/matlab-deep-learning/pretrained-dlchomp
Pretrained networks for Deep-Learning-Based Covariant Hamiltonian Optimization for Motion Planning (DLCHOMP) of robotic manipulators for MATLAB®
deep-learning matlab matlab-deep-learning motion-planning pretrained-models pretrained-networks robotic-manipulators robotics
Last synced: 11 Jun 2025
https://github.com/matlab-deep-learning/animated-adaptive-linear-neuron
Animating how Adaline classification works by minimizing cost. Showing comparison of three kinds of gradient descent.
adaline adaline-model animation classification gradient-descent gradientdescent matlab-deep-learning
Last synced: 27 Feb 2025
https://github.com/matlab-deep-learning/convert-librosa-audio-feature-extraction-to-matlab
Convert librosa Audio Feature Extraction To MATLAB
audio deep-learning librosa matlab matlab-deep-learning pytorch
Last synced: 10 Jan 2025
https://github.com/acetinkaya/matlabprogramlamakaynaklari
Matlab Programlama Dili ile ilgili kaynak kitapları, dokümanları ve eğitim materyallerini içeren bir listedir. Açık kaynak ve akademik içeriklere odaklanılmıştır.
books education matlab matlab-deep-learning matlab-toolbox
Last synced: 13 Mar 2025
https://github.com/peterajhgraham/matlab_toolbox
MATLAB Tools that can be used for data analysis, algorithm development, modeling, and simulation.
Last synced: 30 Mar 2025
