The proposed YOLO al gorithm has better average precision value for detecting all objects than compared to existing CNN using Resnet-50. In addition YOLO V3 algorithm performs lane detection apart from object detection.Mohanapriya S.Natesan P....
vehicle-detection based on yolov3(基于paddle的YOLOv3车辆检测和车辆类型识别) 今天我们使用 Paddle 开源的两个工具:PaddleDetection 和 X2Paddle 来进行一个车辆检测和类型识别的小demo~ 源码地址:https://github.com/Sharpiless/yolov3-vehicle-detection-paddle 最终的检测效果如图: 一. PaddleDetection 简介: 源...
Vehicle-Car-detection-and-multilabel-classification 车辆检测和多标签属性识别 一个基于Pytorch精简的框架,使用YOLO_v3_tiny和B-CNN实现街头车辆的检测和车辆属性的多标签识别。 (A precise pytorch based framework for using yolo_v3_tiny to do vehicle or car detection and attribute's multilabel classificatio...
In our work, an effective and efficient moving vehicle detection approach in the aerial infrared image sequences is proposed via fast image registration and You Only Look Once Version 3 (YOLOv3) network. First, to compensate for the motion of the aerial infrared camera, a fast infrared image ...
The pre-trained Tiny-YOLOv3 network is adopted as the main reference model and subsequently pruned and simplified by training on the BIT-vehicle dataset, and excluding some of the unnecessary layers. The results indicated advantages of the proposed method in terms of accuracy and speed. Also, ...
本次介绍的是题目为《Vision-based vehicle detection and counting system using deep learning in highway scenes》的一篇目标检测相关文章,2019年发表在European Transport Research Review上面。 2、 摘要 在公路管理领域,车辆的智能检测和计数越来越重要。然而,由于车辆的大小、尺寸、类型等的不同,基于视觉的车辆检测...
vehicle-detection based on yolov3(基于paddle的YOLOv3车辆检测) - FoeverStrange/yolov3-vehicle-detection-paddle
Intelligent vehicle detection and counting are becoming increasingly important in the field of highway management. However, due to the different sizes of vehicles, their detection remains a challenge that directly affects the accuracy of vehicle counts.
The loss function of YOLOv3 consists of three parts: the bounding box prediction Lbbox, the confidence prediction Lconf, and the category prediction Lcls. However, the bounding box predicts the loss using the mean square error, which only reflects the distance attribute between the detection box...
vehicle_tracking_yolov3 评分: vehicle_tracking_yolov3 https://gitee.com/chenyang918/vehicle_tracking_yolov3 https://gitee.com/chenyang918/vehicle_tracking_yolov3 vehicle_tracking 2020-08-05 上传 大小:219.00MB 所需: 50积分/C币 立即下载 ...