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PyTorch cat and dog recognition

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This post is translated from Chinese into English through AI.View Original
AI-generated summary
The text provides instructions on how to install Anaconda and PyCharm, check the environment, activate the environment, and install PyTorch. It also mentions the LeNet-5 model, convolutional neural networks (CNN) for processing 2D images, fully connected neural networks, and image classification.

Install anaconda
Install pycharm

  1. Check the environment
conda env list
  1. Activate the environment
conda activate py
  1. Install pytorch from https://pytorch.org/get-started/locally/
conda install pytorch torchvision torchaudio cpuonly -c pytorch

Lenet-5 model

image

image

Convolutional Neural Network (CNN) for processing 2D images

Fully Connected Neural Network consisting of only linear layers

image

Image classification

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