In the experiment results, the accuracy of vehicle position detection is evaluated based on the Euclidean distance. The average difference between the results of position detection with ground-truth is 12.07 pi
"], "vehicle_type": vehicle["vehicle_type"], "detection_confidence": vehicle["detection_confidence"], "color_info": vehicle["color_info"], "model_info": vehicle["model_info"], "speed_info": vehicle["speed_info"] } for vehicle in result['detected_vehicles'] ] }) vehicle_detection....
A Unix, Windows, Raspberry Pi Object Speed Camera using python3, opencv, video streaming, motion tracking. Includes a Standalone Web Server , Image Search using opencv template match and a whiptail Admin Menu Interface Includes picam and webcam Plugins for motion track security camera configuration...
Type-1 fuzzy attention based YOLO detector for vehicle detection. Expert Syst. Appl. 237 https://doi.org/10.1016/j.eswa.2023.121209 (March. 2024). Janak, D., Trivedi, S. D., Mandalapu, D. H. & Dave Vision-based real-time vehicle detection and vehicle speed measurement using morphology ...
We could use image downsampling, multi-threads, or GPU processing to improve the speed. But, there are probably a lot engineering work need to be done to make it running real-time. Also, in this application, I limit the vertical searching range to control the number of searching windows,...
Sighthound ALPR+ API delivers precise vehicle detection, recognition, and analytics. It is designed for seamless integration into any workflow, whether you’re running it on local servers, edge devices, or in the cloud. Easy Integration and Setup Deploy as a Docker service Supports Windows, Linux...
the target, the feature layer used for prediction can make full use of them to improve the ability of the algorithm to detect targets and small objects at different scales. Ren et al. (2022) proposed an improved Mask-RCNN algorithm to improve the speed of detection of objects in thermal ...
Accurate, practical, and robust evaluation of the battery state of health is crucial to the efficient and reliable operation of electric vehicles. However, the limited availability of large-scale, high-quality field data hinders the development of the ba
git clone https://github.com/hector6298/titulacion_vehice_speed_estimation.git Python Dependencies Install all dependencies for python3: cd titulacion_vehicle_speed_estimation sudo pip3 install -r requirements.txt Note that you also have to install OpenCV for C++ in order to use the camera ...
speedlicense-platevehicle-detectionvehicle-detection-and-trackinglicense-plate-recognitionspeed-estimationnumber-plate UpdatedOct 17, 2022 Python Vehicle detection, tracking and counting by SVM is trained with HOG features using OpenCV on c++. opencvsvmsupport-vector-machinegradientsvehicle-trackinghog-features...