Safety Helmet and Plate Detection

Safety Helmet Detection Github Repos

• njvisionpower/Safety-Helmet-Wearing-Dataset: safety helmet dataset, segmented by Yolo

• wujixiu/helmet-detection : SSD-MobileNet, Faster-RCNN, TinyYOLO etc. Paper

• BlcaKHat/yolov3-Helmet-Detection : YOLOv3, image

• iamdsc/automatic-helmet-detection : realtime, SSD-MobileNet

• Angericky/safety-helmet-detection-in-real-time-video: realtime, YOLO

• AyazSaiyed/Helmet-Detection-: image, YOLO

• rafiuddinkhan/Yolo-Training-GoogleColab: realtime, YOLO

• YaphetS-X/CenterNet-MobileNetV3: realtime, CenterNet-MobileNet

• PeterH0323/Smart_Construction: realtime, YOLOv5

• mohanrajmit/Safety_Detection: realtime, YOLO

• Object-Detection_HelmetDetection: image (video?), Contex RCNN

• BlcaKHat/yolov3-Helmet-Detection : YOLO

• AnshulSood11/PPE-Detection-YOLO-Deep_SORT: YOLO, deepsort

• iamdsc/automatic-helmet-detection

• abhijeet-talaulikar/Automatic-Helmet-Detection: Designing a system that can automatically detect the absence of helmet on motorcyclists by processing live video streams from a surveillance camera.

• abhishekbhutra1/Motorcyclist-Detection: Detection of Motorcyclist without helmet

• RajaSudalai/Motorcyclist_Helmet_Detection: Automatic traffic violation detection of Motorcyclist not wearing Helmet - Instance Segmentation using Mask R-CNN

• ashish2050/Smart-Traffic-Surveillance-System-: a model built using YOLOv4 and Darknet to detect helmet and licence plate of a motorcyclist

• SachinHR/Automatic-number-plate-recognition-for-motorcyclists-riding-without-helmet.: Automatic number plate recognition for motorcyclists riding without helmet with OpenCV.

• Tejaswini1399/Detection-of-Motorcyclists-without-helmet

• PardeshiSourabh/ObjectDetectionHaar: Object Detection using Haar-like features to enforce helmet check for motorcyclists and improve rider safety

License Plate Detection Github Repos

• openalpr/openalpr: OpenALPR is an open-source Automatic License Plate Recognition library written in C++ with bindings in C#, Java, Node.js, Go, and Python. The library analyzes images and video streams to identify license plates.
• xuexingyu24/License_Plate_Detection_Pytorch: This is a two-stage lightweight and robust license plate recognition in MTCNN and LPRNet using Pytorch. MTCNN is a very well-known real-time detection model primarily designed for human face recognition. It is modified for license plate detection. LPRNet, another real-time end-to-end DNN, is utilized for subsequent recognition.
• Dharun/Tensorflow-License-Plate-Detection : ssd-mobilenet + tasseract OCR
• sergiomsilva/alpr-unconstrained, paper
• TheophileBuy/LicensePlateRecognition : Yolo+Edge Detection+CNN
• qjadud1994/CRNN-Keras : CNN (for character recognition) + RNN (for number sequence detection), image
• lyl8213/Plate_Recognition-LPRnet, paper : CNN + CTC, image
• sirius-ai/LPRNet_Pytorch, LPRNet implementation in Pytorch
• Tensorflow Plate Reader
• Dharun/Tensorflow-License-Plate-Detection: The project developed using TensorFlow to recognize the License Plate from a car and to detect the charcters from it.
• sergiomsilva/alpr-unconstrained: License Plate Detection and Recognition in Unconstrained Scenarios
• zhubenfu/License-Plate-Detect-Recognition-via-Deep-Neural-Networks-accuracy-up-to-99.9: works in real-time with detection and recognition accuracy up to 99.8% for Chinese license plates: 100 ms/plate
• detectRecog/CCPD: ECCV 2018 CCPD: a diverse and well-annotated dataset for license plate detection and recognition
• ThorPham/License-plate-detection: This project using yolo3 to detection license plate in street
• Sardhendu/License-Plate-Detection: {Python}: Detect and extract the license plate of vehicles using Machine Learning and Image Processing Techniques
• stevefielding/tensorflow-anpr: Automatic Number (License) Plate Recognition using Tensorflow Object Detection API ANLPR Tensorflow
• NanoNets/number-plate-detection: Automatic License Plate Reader using tensorflow attention OCR
• SarthakV7/AI-based-indian-license-plate-detection : Haar Cascade
• anuj200199/licenseplatedetection: License plate Object Detection through YOLOv3 and Recognition through pytesseract: YOLO + Tasseract
• mshoush/ALPR: Automatic License Plate Detection and Recognition from Videos (Real Time) Video
• muskan269/License-Plate-Detection: This project detects and recognizes license plate of vehicles from an image or a video.Video
• AKowshik/License-Plate-Detection-Using-YOLO: A license plate detector that extracts plate information in real-time. Yolo-Tasseract

Ideas

• Real-Time Helmet Detection: video-based, handheld based.

• upgrade wujixiu/helmet-detection : SSD-MobileNet, Faster-RCNN, TinyYOLO etc. Paper
• upgrade iamdsc/automatic-helmet-detection : realtime, SSD-MobileNet
• upgrade rafiuddinkhan/Yolo-Training-GoogleColab: realtime, YOLO
• upgrade YaphetS-X/CenterNet-MobileNetV3: realtime, CenterNet-MobileNet
• upgrade PeterH0323/Smart_Construction: realtime, YOLOv5
• upgrade mohanrajmit/Safety_Detection: realtime, YOLO
• combined with plate identification?

Safety Helmet Detection Paper

• An Enhanced Approach for Detecting Helmet on Motorcyclists Using Image Processing and Machine Learning Techniques Github Repo
• Machine vision techniques for motorcycle safety helmet detection pdf
• Automatic detection of motorcyclists without helmet
• Helmet detection on motorcyclists using image descriptors and classifiers
• The safety helmet detection for ATM's surveillance system via the modified Hough transform
• Automatic detection of helmet uses for construction safety pdf
• Helmet detection based on improved YOLO v3 deep model
• Automatic Safety Helmet Wearing Detection pdf
• Helmet wearing detection in Thailand using Haar-like feature and circle hough transform on image processing
• Motorcycle detection and tracking system with occlusion segmentation
• Safety helmet wearing detection based on image processing and machine learning pdf
• Helmet presence classification with motorcycle detection and tracking
• Detection of motorcyclists without helmet in videos using convolutional neural network pdf
• Automatic detection of bike-riders without helmet using surveillance videos in real-time pdf
• Automated detection of helmet on motorcyclists from traffic surveillance videos: a comparative analysis using hand-crafted features and CNN
• Motorcyclist's Helmet Wearing Detection Using Image Processing
• An Efficient Helmet Detection for MVD using Deep learning
• An intelligent vision-based approach for helmet identification for work safety
• Deep Learning-Based Safety Helmet Detection in Engineering Management Based on Convolutional Neural Networks
• Detecting motorcycle helmet use with deep learning pdf
• Detecting safety helmet wearing on construction sites with bounding‐box regression and deep transfer learning
• An improved helmet detection method for YOLOv3 on an unbalanced dataset pdf
• Automatic Detector for Bikers with no Helmet using Deep Learning
• Safety Helmet Wearing Detection Based on Image Processing and Deep Learning
• Safety Helmet Detection Method Based on Faster R-CNN
• Helmet wear detection based on neural network algorithm pdf
• An Advanced Deep Learning Approach for Safety Helmet Wearing Detection
• Safety Helmet Wearing Detection Based On Deep Learning
• Real-time Safety Helmet Detection System based on Improved SSD
• A Real-Time Safety Helmet Wearing Detection Approach Based on CSYOLOv3 pdf
• Helmet Use Detection of Tracked Motorcycles Using CNN-Based Multi-Task Learning pdf
• Research on safety helmet detection method based on convolutional neural network
• Automatic helmet -wearing detection for law enforcement using CCTV cameras pdf
• Deep learning-based helmet wear analysis of a motorcycle rider for intelligent surveillance system
• Helmet violation processing using deep learning
• Automatic Helmet Detection System on Motorcyclists Using YOLOv3

Safety Helmet and Plate Detection Papers

• Automatic Detection of License Number Plate of Motorcyclists Without Helmet pdf
• Smart Surveillance System for Automatic Detection of License Plate Number of Motorcyclists without Helmet pdf
• Helmet Detection using Machine Learning and Automatic License Plate Recognition pdf
• Helmet and Number Plate detection of Motorcyclists using Deep Learning and Advanced Machine Vision Techniques
• A review on various methodologies used for vehicle classification, helmet detection, and number plate recognition
• Automatic number plate recognition for motorcyclists riding without helmet