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项目作者： aditya-vora

项目描述 ：
Code of CVPR 2016 work of Single Image Crowd Counting using Multi-Column CNN
高级语言： Python
项目地址: git://github.com/aditya-vora/crowd_counting_tensorflow.git
创建时间： 2018-08-22T08:43:22Z
项目社区：https://github.com/aditya-vora/crowd_counting_tensorflow
开源协议：
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Single Image crowd counting using Multi-Column CNN.

This is unofficial and very simple implementation of the CVPR 2016 paper on crowd counting “Single-image crowd counting via multi-column convolutional neural network”.
Full code is developed on Tensorflow platform.

Installation

1) Install Tensorflow
2) Clone this repository

  1.   git clone https://github.com/aditya-vora/crowd_counting_tensorflow.git

3) Download the dataset and keep it in the $ROOT/data folder
4) The dataset can be downloaded from: 

  1. Dropbox:   https://www.dropbox.com/s/fipgjqxl7uj8hd5/ShanghaiTech.zip?dl=0
  3. Baidu Disk: http://pan.baidu.com/s/1nuAYslz

5) Train the model using $ROOT/train.py
6) Test the model

Note: More details about the results and some other code files for data parsing will be updated soon.

Citations:

[1] Zhang, Yingying, et al. “Single-image crowd counting via multi-column convolutional neural network.” Proceedings of the IEEE conference on computer vision and pattern recognition. 2016.