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Shanghai Sunland Industrial Co., Ltd is the top manufacturer of Personal Protect Equipment in China, with 20 years’experience. We are the Chinese government appointed manufacturer for government power,personal protection equipment , medical instruments,construction industry, etc. All the products get the CE, ANSI and related Industry Certificates. All our safety helmets use the top-quality raw material without any recycling material.

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One piece wide brim helmet
Helmet Detection using Machine Learning and Automatic ...
Helmet Detection using Machine Learning and Automatic ...

Key Words: Automatic License Plate ,Recognition, (ALPR), Deep ,Neural Network, (DNN), ,Helmet, Detection, Machine Learning, Mean Average Precision (mAP), Optical Character ,Recognition, (OCR), You Only Look Once (YOLO). 1. INTRODUCTION The main ,safety, equipment of motorcyclist is the ,helmet,. The ,helmet, protects the motorcyclist against accidents.

Safety Verification and Robustness Analysis of Neural ...
Safety Verification and Robustness Analysis of Neural ...

Safety, Verification and Robustness Analysis of ,Neural Networks, via Quadratic Constraints and Semidefinite Programming Mahyar Fazlyaby, Manfred Morari, George J. Pappas Abstract—Certifying the ,safety, or robustness of ,neural net-works, against input uncertainties and adversarial attacks is an emerging challenge in the area of safe machine ...

Helmet Detection and License Plate Recognition Using CNN ...
Helmet Detection and License Plate Recognition Using CNN ...

8/7/2020, · ,Helmet, is one of the main protection ... a system using image processing and convolutional ,neural network, is ... ,helmet, vs no ,helmet, classification and motorbike licence plate ,recognition,.

Detection of Motorcyclists without Helmet in Videos using ...
Detection of Motorcyclists without Helmet in Videos using ...

volutional ,neural network, (CNN) is used to select motorcyclists among the moving objects. Again, we apply CNN on upper one fourth part for further ,recognition, of motorcyclists driving without a ,helmet,. The performance of the proposed approach is evaluated on two datasets, IITH ,Helmet, 1 contains sparse

Deep learning sees whether people wear their safety helmets
Deep learning sees whether people wear their safety helmets

First, the classifying ,neural network, was trained from scratch for the ,recognition, of patterns. To this end, we used a large selection of photos of people with and without ,helmets,. For both parts of the solution – people detection and ,helmet, classification – we could make use of open source ,neural network, …

[PDF] Safety helmet wearing detection based on image ...
[PDF] Safety helmet wearing detection based on image ...

Safety helmet, wearing detection is very essential in power substation. This paper proposed a innovative and practical ,safety helmet, wearing detection method based on image processing and machine learning. At first, the ViBe background modelling algorithm is exploited to detect motion object under a view of fix surveillant camera in power substation.

IJCA - A Review on Helmet Detection by using Image ...
IJCA - A Review on Helmet Detection by using Image ...

Thai License Plate ,Recognition, Based on Deep Learning. 3rd International Conference on Computer Science and Computational Intelligence 2018. Xinhua JIANG ,Heru XUE, Lina ZHANG , Yanqing ZHOU 2016. A Study of Low-resolution ,Safety Helmet, Image ,Recognition, Combining Statistical Features with Artificial ,Neural Network,. International Journal of.

Hand gesture recognition with 3D convolutional neural networks
Hand gesture recognition with 3D convolutional neural networks

Abstract: Touchless hand gesture ,recognition, systems are becoming important in automotive user interfaces as they improve ,safety, and comfort. Various computer vision algorithms have employed color and depth cameras for hand gesture ,recognition,, but robust classification of gestures from different subjects performed under widely varying lighting conditions is still challenging.

[PDF] Safety helmet wearing detection based on image ...
[PDF] Safety helmet wearing detection based on image ...

Safety helmet, wearing detection is very essential in power substation. This paper proposed a innovative and practical ,safety helmet, wearing detection method based on image processing and machine learning. At first, the ViBe background modelling algorithm is exploited to detect motion object under a view of fix surveillant camera in power substation.

Hand gesture recognition with 3D convolutional neural networks
Hand gesture recognition with 3D convolutional neural networks

Abstract: Touchless hand gesture ,recognition, systems are becoming important in automotive user interfaces as they improve ,safety, and comfort. Various computer vision algorithms have employed color and depth cameras for hand gesture ,recognition,, but robust classification of gestures from different subjects performed under widely varying lighting conditions is still challenging.

Deep Learning-Based Safety Helmet Detection in Engineering ...
Deep Learning-Based Safety Helmet Detection in Engineering ...

Deep Learning-Based ,Safety Helmet, Detection in Engineering Management Based on Convolutional ,Neural Networks, Yange Li,1 Han Wei,1 Zheng Han ,1 Jianling Huang,1 and Weidong Wang1,2 1SchoolofCivilEngineering,CentralSouthUniversity,Changsha410075,China ... convolution ,neural network, …

Research on safety helmet detection method based on ...
Research on safety helmet detection method based on ...

A detective method for ,safety helmet, based on deep convolution ,network, was proposed in this paper, which first decoded the acquired video monitoring data for a number of YUV images, then to determine the detecting area in the image, and transfer the YUV component image in the detecting area to the RGB image data; then in which to determine the training set and detecting set; finally, based on ...

Detecting Safety Helmet Wearing on Construction Sites With ...
Detecting Safety Helmet Wearing on Construction Sites With ...

Detecting ,safety helmet, wearing in surveillance videos is an essential task for ,safety, management, compliance with regulations, and reducing the death rate from construction industry accidents. However, it is much challenged by some factors like interocclusion, scale variances, perspective distortion, small object detection, and the carrier ,recognition, of ,safety helmet,.

License Plate Object Detection and Recognition using Deep ...
License Plate Object Detection and Recognition using Deep ...

License Plate Object Detection and ,Recognition, using Deep Learning. ... ,safety, while driving for ,helmet, ... Use of deep learning involves use of Convolutional ,Neural Network, for image ...

Automated visual helmet identification based on deep ...
Automated visual helmet identification based on deep ...

1/1/2018, · In spite that wearing a ,safety helmet, is mandatory for each worker, some do not always obey the regulation. In order to ensure the ,safety, of workers and promote the automation of ,safety, management, in this paper, an automated visual ,helmet, identification method based on deep convolutional ,neural networks, (CNN) is proposed.

Detection of motorcyclists without helmet in videos using ...
Detection of motorcyclists without helmet in videos using ...

Detection of motorcyclists without ,helmet, in videos using convolutional ,neural network, Abstract: In order to ensure the ,safety, measures, the detection of traffic rule violators is a highly desirable but challenging task due to various difficulties such as occlusion, illumination, poor quality of surveillance video, varying whether conditions, etc.

Real-time license plate detection for non-helmeted ...
Real-time license plate detection for non-helmeted ...

22/8/2020, · YOLO is the latest state-of-the-art real-time object detection algorithm. It is a single convolutional ,neural network, that simultaneously predicts multiple bounding boxes and classes of the entire image in the single scan. The framework was developed by . The ,network, architecture was inspired by the GoogLeNet model for image classification .

A Review on Helmet Detection by using Image Processing and ...
A Review on Helmet Detection by using Image Processing and ...

artificial ,neural network helmet recognition, is done [8]. They have mainly used computer perception and ML expertise for automatic ,helmet recognition,. HOG (Histogram of Gradient) algorithm is used for human detection and Circular Hough Transform for ,Helmet, detection of specified colours only [10].

Deep Learning-Based Safety Helmet Detection in Engineering ...
Deep Learning-Based Safety Helmet Detection in Engineering ...

Deep Learning-Based ,Safety Helmet, Detection in Engineering Management Based on Convolutional ,Neural Networks, Yange Li,1 Han Wei,1 Zheng Han ,1 Jianling Huang,1 and Weidong Wang1,2 1SchoolofCivilEngineering,CentralSouthUniversity,Changsha410075,China ... convolution ,neural network, …

Feature-Guided Black-Box Safety Testing of Deep Neural ...
Feature-Guided Black-Box Safety Testing of Deep Neural ...

21/10/2017, · Despite the improved accuracy of deep ,neural networks,, the discovery of adversarial examples has raised serious ,safety, concerns. Most existing approaches for crafting adversarial examples necessitate some knowledge (architecture, parameters, etc.) of the ,network, at hand. In this paper, we focus on image classifiers and propose a feature-guided black-box approach to test the ,safety, …