code: ​​https://github.com/tersekmatija/lwcc​​

人群计数工具介绍_github

Introduction

LWCC是一个轻量级的Python人群计数框架。它包含了四种最先进的模型，都基于卷积神经网络:CSRNet、贝叶斯人群计数、DM-Count和SFANet。该库基于PyTorch。

使用方法

from lwcc import LWCC
import os
import cv2
os.environ["KMP_DUPLICATE_LIB_OK"]="TRUE"

if __name__ == '__main__':
    import matplotlib.pyplot as plt

    img = "./data/crowd4.jpg"
    model = LWCC.load_model(model_name="Bay", model_weights="SHA")
    count, density = LWCC.get_count(img, model=model, return_density=True)
    print(f'the number of people:{count}')
    image = cv2.imread(img)
    plt.subplot(121)
    plt.imshow(image)
    plt.subplot(122)
    plt.imshow(density)
    plt.show()

人群计数工具介绍_深度学习_02