模型结构图 为了可视化方便,我们省略了BN层,如果您要查看完整模型,可以查看img文件夹的face_mask_detection.hdf5.png图片 测试集PR曲线 因为WIDER face是一个任务比较复杂的数据集,我们的模型又设计的非常小,所以对于人脸的PR曲线并不是那么性感。这点可以通过设计大模型来提升对于小人脸的检测效果,如果您有需求,欢迎...
FaceMaskDetection / README-zh.md Latest commit Cannot retrieve latest commit at this time. History History English Version| 中文版 [updates] 人脸口罩检测,现开源所有主流框架模型和推理代码,支持的框架如下: PyTorch TensorFlow(包含tflite模型和pb模型) ...
As the interest in facial detection grows, especially during a pandemic, solutions are sought that will be effective and bring more benefits. This is the case with the use of thermal imaging, which is resistant to environmental factors and makes it possi
GitHub:https://github.com/zengwb-lx/FaceMaskClassification 一、准备数据集 真实口罩人脸识别数据集: 1、https://github.com/X-zhangyang/Real-World-Masked-Face-Dataset2、https://github.com/chandrikadeb7/Face-Mask-Detection 3、网上爬取 获得训练集:戴口罩1W张,不带口罩3W张图片,测试集各两千张图片 ...
[CV] Detect face with mask 疫情期间,有公司已经做出了"谁没带口罩上街"的检测模型。有点意思,出于兴趣,了解一下相关的技术。 Ref:FDDB: Face Detection Data Set and Benchmark Ref:WIDER FACE: A Face Detection Benchmark Ref:口罩遮挡人脸数据集:Real-World Masked Face Dataset,简称 RMFD...
FaceMaskDetection 检测人脸并判断是否佩戴了口罩 Detect faces and determine whether they are wearing mask. 首先,祝愿我国和世界各国早日战胜新冠肺炎疫情,武汉加油!中国加油! 我们开源了人脸口罩检测的Keras模型以及caffe模型(keras模型转换得到的),并提供了Keras的运行代码和Caffe的运行代码(训练代码我们整理好后会立即...
A free face mask detector. Just a tablet, you can get a mask detection AI! Designed for small businesses and public places, let us defeat COVID-19 together.
面罩检测应用程序使用深度学习/机器学习来识别用户是否未佩戴口罩并发出警报。 通过使用经过预训练的模型和带有OpenCV英特尔OpenVINO工具包。 这使我们能够使用异步API,该API可以提高应用程序的总体帧速率,而不必等待推理完成,而是可以在加速器繁忙时继续在主机上运行应用程序。 此应用程序对同时运行的“面部遮罩检测”和“...
社交距离和面罩检测 :face_with_medical_mask: :face_with_medical_mask: 2019冠状病毒病警告! :folded_hands: 团队成员: Shantanu Gupta-1816410243-Group_no(18), 拉维·普拉塔普(Ravi Pratap)-1816410217-Group_no(14-A), 瑞沙(Rishabh Gupta)-1816410218-Group_no(14-A), 萨钦·索尼(Sachin Soni)-...
Face Mask Detection System & Employee Safety Gadgets Inspection by Trident Workforce Safety Gadgets (Personal Protection Equipment) Detection and Face Mask Inspection Refine Industry Safety Assurance and Reduce Accidents with Improved Inspection through Trident Intelligence Vision System Trident's Intelligence ...