Learn how deep learning works and how to use deep learning to design smart systems in a variety of applications. Resources include videos, examples, and documentation.
Deep Learning Once you understand which settings work well, try a more accurate model, such asInception-v3orResNet-50, and see if that improves your results. Size When you deploy to edge devices such as Raspberry Pi®or FPGAs, choose a model with a low memory footprint, such as...
MATLAB-Deep-Learning-Model-HubMATLAB-Deep-Learning-Model-HubPublic Discover pretrained models for deep learning in MATLAB MATLAB512118 llms-with-matlabllms-with-matlabPublic 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. Models Computer Vision Natural Language Processing Audio Lidar Robotics Image Classification Pretrained image classification networks have already learned to extract powerful and informative features from natural images. Use...
5、深度网络设计器(Deep Network Designer)功能介绍与演示 6、实验管理器(Experiment Manager)功能介绍与演示 7、MATLAB Deep Learning Model Hub简介 8、MATLAB与TensorFlow、PyTorch等深度学习框架协同工作功能介绍与演示 9、MATLAB Deep Learning Toolbox Examples简介 ...
涵盖从CNN、LSTM等基础网络到Transformer、GNN、PINN等新兴技术的完整知识体系；其次，我们将强化工业级应用场景的解决方案，通过实战案例如YOLO目标检测模型、U-Net语义分割模型、TCN时间序列模型等，贯穿数据清洗、模型设计、训练优化到模型压缩的全流程；最后，我们将探索多模态协同开发的新模式，深度整合Model Hub预训练...
5、MATLAB Deep Learning Toolbox概览 6、MATLAB Deep Learning Model Hub简介 7、深度网络设计器(Deep Network Designer)功能介绍与演示 8、MATLAB与TensorFlow、PyTorch等深度学习框架协同工作功能介绍与演示 第三章 BP神经网络 1、人工智能基本概念辨...
MATLAB-Deep-Learning-Model-Hub是MATLAB中的一个预训练模型库,提供了各种深度学习模型和权重,涵盖了图像处理、自然语言处理、语音识别等领域。这些预训练模型可以帮助用户快速搭建、训练和部署深度学习模型,大大减少了从零开始构建模型的时间和精力。此外,这些模型经过了大规模的数据集训练,并在各种任务上展现出色的性能...
7、MATLAB Deep Learning Model Hub简介 8、MATLAB与TensorFlow、PyTorch等深度学习框架协同工作功能介绍与演示 9、MATLAB Deep Learning Toolbox Examples简介 第二章、卷积神经网络(Convolutional Neural Network, CNN) 1、深度学习与传统机器学习的区别与联系 ...
7、MATLAB Deep Learning Model Hub简介8、MATLAB与TensorFlow、PyTorch等深度学习框架协同工作功能介绍与演示9、MATLAB Deep Learning Toolbox Examples简介 第二章 卷积神经网络(Convolutional Neural Network, CNN) 1、深度学习与传统机器学习的区别与联系2、卷积神经网络的基本原理(什么是卷积核?CNN的典型拓扑结构是...