项目作者: daixiangzi

项目描述 :
Class activate map
高级语言: Python
项目地址: git://github.com/daixiangzi/Grad_Cam-pytorch-resnet50.git
创建时间: 2020-03-05T06:43:44Z
项目社区:https://github.com/daixiangzi/Grad_Cam-pytorch-resnet50

开源协议:Apache License 2.0

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Grad_Cam-pytorch-resnet50

Class activate map
Train dog and cat dataset by resnet50
Paper:https://arxiv.org/pdf/1610.02391v1.pdf

Install

  1. python3.6
  2. pytorch1.2
  3. cuda 10.0

Dataset

Dog and Cat
Dataset download link
Pre_model link Extraction code:0uqz

Usage

train model

  1. python3 run.py

generate grad_cam image

  1. python3 test_grad_cam.py /home/xxx_model.pth /home/your_test_images.jpg

Result

both dog cat