MATLAB Deep Learning
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- Train a reinforcement learning agent to play a variation of Pong®
- YOLO v8 training and inference in MATLAB for Object Detection with yolov8n, yolov8s, yolov8m, yolov8l, yolov8x, networks
- 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
artistic-style-transfer
PublicArtistic fast style transfer with a webcam- Constrained deep learning is an advanced approach to training deep neural networks by incorporating domain-specific constraints into the learning process.
- Connect MATLAB to LLM APIs, including OpenAI® Chat Completions, Azure® OpenAI Services, and Ollama™
- MATLAB example of deep learning based human pose estimation.
- MATLAB example using deep learning to classify chronological age from brain MRI images
PINNsOptionPricing
Public- Use a Python speech command recognition system in MATLAB
- 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.
- Convert librosa Audio Feature Extraction To MATLAB
- Discover pretrained models for deep learning in MATLAB
- Sanity checks for comparing gradient attribution maps
pretrained-dlCHOMP
PublicPretrained networks for Deep-Learning-Based Covariant Hamiltonian Optimization for Motion Planning (DLCHOMP) of robotic manipulators for MATLAB®- MATLAB example on how to use Reinforcement Learning for developing a financial trading model
- YOLOX inference in MATLAB for Object Detection with yolox_s, yolox_m & yolox_l networks
- YOLO v2 prediction and training in MATLAB for Object Detection with darknet19 & tinyYOLOv2 base networks
pretrained-yolo-v4
PublicObject detection and transfer learning using pretrained YOLO v4 models in MATLAB.