Projects in Awesome Lists by matlab-deep-learning
A curated list of projects in awesome lists by 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: 10 Jan 2025
https://github.com/matlab-deep-learning/llms-with-matlab
Connect MATLAB to LLM APIs, including OpenAI® Chat Completions, Azure® OpenAI Services, and Ollama™
azure chatgpt-api llm matlab ollama ollama-api openai-api openai-chatgpt
Last synced: 05 Apr 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: 10 Jan 2025
https://github.com/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.
co-execution deep-learning example image-classification matlab pretrained-models tensorflow
Last synced: 10 Jan 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: 10 Jan 2025
https://github.com/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.
ai-verification convex convex-neural-network deep-learning deep-learning-algorithms lipschitz lipschitz-network monotonic monotonicity neural-networks
Last synced: 10 Jan 2025
https://github.com/matlab-deep-learning/pretrained-yolo-v4
Object detection and transfer learning using pretrained YOLO v4 models in MATLAB.
computer-vision deep-learning image-processing matlab object-detection pretrained-models tiny-yolov4 transfer-learning yolov4 yolov4-coco
Last synced: 10 Jan 2025
https://github.com/matlab-deep-learning/transformer-networks-for-time-series-prediction
Deep Learning in Quantitative Finance: Transformer Networks for Time Series Prediction
deep-learning finance matlab prediction timeseries transformers
Last synced: 03 Jan 2025
https://github.com/matlab-deep-learning/object-detection-using-yolo-v2-deep-learning
MATLAB example of deep learning based object detection using Yolo v2 with ResNet50 Base Network
deep-learning example matlab object-detection yolov2
Last synced: 10 Jan 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: 10 Jan 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: 10 Jan 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: 10 Jan 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: 10 Jan 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: 10 Jan 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: 10 Jan 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: 10 Jan 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: 10 Jan 2025
https://github.com/matlab-deep-learning/mtcnn-face-detection
Face detection and alignment using deep learning
computer-vision deep-learning face-detection matlab mtcnn
Last synced: 10 Jan 2025
https://github.com/matlab-deep-learning/pretrained-spatial-cnn
Spatial-CNN for lane detection in MATLAB.
autonomous-driving computer-vision deep-learning deeplearning detected-lanes lane lane-detection lane-detector lane-lines-detection matlab pretrained-models scnn scnn-network spatial-cnn
Last synced: 10 Jan 2025
https://github.com/matlab-deep-learning/pretrained-spatial-CNN
Spatial-CNN for lane detection in MATLAB.
autonomous-driving computer-vision deep-learning deeplearning detected-lanes lane lane-detection lane-detector lane-lines-detection matlab pretrained-models scnn scnn-network spatial-cnn
Last synced: 18 Nov 2024
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: 10 Jan 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: 10 Jan 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: 10 Jan 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/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: 10 Jan 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: 10 Jan 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: 10 Jan 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: 10 Jan 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: 18 Nov 2024
https://github.com/matlab-deep-learning/resnet-50
Repo for ResNet-50
deep-learning matlab matlab-deep-learning pretrained-models
Last synced: 10 Jan 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: 10 Jan 2025
https://github.com/matlab-deep-learning/physics-informed-neural-networks-for-heat-transfer
Last synced: 27 Feb 2025
https://github.com/matlab-deep-learning/googlenet
Repo for GoogLeNet
deep-learning matlab matlab-deep-learning pretrained-models
Last synced: 10 Jan 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: 10 Jan 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: 10 Jan 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: 10 Jan 2025
https://github.com/matlab-deep-learning/automate-labeling-in-image-labeler-using-a-pretrained-tensorflow-object-detector
This example shows how to automate object labeling in the Image Labeler app using a TensorFlow object detector model trained in Python.
co-execution computer-vision deep-learning image-labeling matlab object-detection python
Last synced: 10 Jan 2025
https://github.com/matlab-deep-learning/text-detection-using-deep-learning
Text Detection using Pretrained CRAFT model in MATLAB
computer-vision deep-learning matlab ocr pretrained-models scene-text-detection text-detection text-detection-recognition text-localization text-recognition
Last synced: 10 Jan 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: 10 Jan 2025
https://github.com/matlab-deep-learning/2d-differentiable-rendering-example
Last synced: 10 Jan 2025
https://github.com/matlab-deep-learning/mobilenet-v2
Repo for MobileNet-v2
deep-learning matlab matlab-deep-learning pretrained-models
Last synced: 10 Jan 2025
https://github.com/matlab-deep-learning/nerf
NeRF - Neural Radiance Fileds in MATLAB
Last synced: 10 Jan 2025
https://github.com/matlab-deep-learning/quantization-aware-training
This example shows how to perform quantization aware training for transfer learned MobileNet-v2 network.
Last synced: 27 Feb 2025
https://github.com/matlab-deep-learning/hyperparameter-tuning-in-matlab-using-experiment-manager-and-tensorflow
This example shows how to use MATLAB to train a TensorFlow model and tune it's hyperparameters using co-execution with Python.
co-execution deep-learning example hyperparameter-tuning matlab model-training python tensorflow
Last synced: 10 Jan 2025
https://github.com/matlab-deep-learning/resnet-18
Repo for ResNet-18
deep-learning matlab matlab-deep-learning pretrained-models
Last synced: 10 Jan 2025
https://github.com/matlab-deep-learning/resnet-101
Repo for ResNet-101 model
deep-learning matlab matlab-deep-learning pretrained-models
Last synced: 10 Jan 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: 10 Jan 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: 10 Jan 2025
https://github.com/matlab-deep-learning/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.
deep-learning example image-classification matlab model-converter pretrained-models tensorflow
Last synced: 10 Jan 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: 10 Jan 2025
https://github.com/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.
Last synced: 27 Feb 2025
https://github.com/matlab-deep-learning/graph-neural-network-for-heat-transfer-problem
Last synced: 27 Feb 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: 10 Jan 2025
https://github.com/matlab-deep-learning/physics-informed-neural-networks-with-matlab-live-coding-session
Solve mass spring damper system with phyics-informed neural networks in MATLAB
Last synced: 27 Feb 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: 10 Jan 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: 10 Jan 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: 10 Jan 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: 10 Jan 2025
https://github.com/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
Last synced: 10 Jan 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: 10 Jan 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: 10 Jan 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: 10 Jan 2025
https://github.com/matlab-deep-learning/compare-pytorch-models-from-matlab
Compare PyTorch models from MATLAB using co-execution
Last synced: 10 Jan 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: 18 Nov 2024
https://github.com/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
Last synced: 11 Jan 2025
https://github.com/matlab-deep-learning/artistic-style-transfer
Artistic fast style transfer with a webcam
deep-learning example fast-style-transfer matlab neural-network webcam
Last synced: 10 Jan 2025
https://github.com/matlab-deep-learning/speech-based-information-retrieval
Retrieve answers from a knowledge base via speech recognition and information retrieval.
Last synced: 10 Jan 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: 10 Jan 2025
https://github.com/matlab-deep-learning/satellite-image-semantic-segmentation
Semantic Segmentation of Large Satellite Images with blockedImage Datastores
Last synced: 10 Jan 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: 10 Jan 2025
https://github.com/matlab-deep-learning/pinnsoptionpricing
Apply Physics-informed neural networks in solving Black-Scholes Equations
Last synced: 27 Feb 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: 10 Jan 2025
https://github.com/matlab-deep-learning/use-a-python-speech-command-recognition-system-to-matlab
Use a Python speech command recognition system in MATLAB
audio audio-processing co-execution deep deeplearning example librosa matlab pytorch speech-recognition
Last synced: 10 Jan 2025
https://github.com/matlab-deep-learning/pretrained-resa-network-for-road-boundary-detection
Pretrained RESA model for road boundary detection in MATLAB
computer-vision deep-learning matlab
Last synced: 27 Feb 2025
https://github.com/matlab-deep-learning/Pretrained-RESA-Network-For-Road-Boundary-Detection
Pretrained RESA model for road boundary detection in MATLAB
computer-vision deep-learning matlab
Last synced: 18 Nov 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: 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/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/anomaly-detection-with-text-variational-autoencoder
Last synced: 27 Feb 2025