This paper will present a hybrid face mask detection algorithm that utilizes deep learning. A device to detect masks entail of a dataset of images with mask or without mask, and with the help of open-CV in real time, a webcam stream is used to detect whether or not a face mask is ...
Python script for real-time face mask detection based on TensorFlow Lite model(基于TensorFlow Lite模型进行实时人脸口罩检测的Python脚本) - Pine-Seed/Mask-Dectect
There are no applications which detect face mask in real time with accuracy most of the efficient face mask detection applications detect either a person wearing mask or not, but our model classifies and detects individual wearing mask correctly or not and even if someone is not wearing mask alt...
First time Create ./data folder This step might not be necessary because this folder will be tracked by git. I leave this snnipet as a reference Create symbolic link to the dataset in PascalVOC format. The script will look for root at ../data/face-mask-detection Run python create_data_...
Sarkar SD, Ajitha Shenoy KB (2020) Face recognition using artificial neural network and feature extraction. In 2020 7th International Conference on Signal Processing and Integrated Networks (SPIN), pp. 417-422. IEEE Shi MA, Gao Y (2021) Lightweight real-time face detection method based on impr...
Road manhole covers are crucial components of urban infrastructure; however, inadequate maintenance or poor marking can pose safety risks to vehicular traffic. This paper presents a method for detecting road manhole covers using a stereo depth camera and
CED-DCGAN outperforms current approaches for deep fake detection in video conferencing. It solves the problem of high-quality deepfakes and provides real-time analysis capabilities. It is possible that the proposed approach is effective against the deep fake creation methods employed in the study, ...
This classifier has been found to be highly effective for face detection21. The model uses a cascade function trained on numerous images and is then applied to the detected littering violation video. This process analyzes one frame at a time without requiring additional training on the dataset. ...
Nowadays, detection of license plate (LP) for non-helmeted motorcyclist has become mandatory to ensure the safety of the motorcyclists. This paper presents the real-time detection of LP for non-helmeted motorcyclist using the real-time object detector YOLO (You Only Look Once). In this propose...
Therefore, detecting smoking behavior has gained importance; the goal is to detect and stop smoking behavior in time to maintain public health and safety. Traditional detection methods have their pros and cons. Smoke sensors are cost-effective and reliable indoors but have a high alarm threshold, ...