Výsledky vyhľadávania - YOLOv3 object detection algorithm

Object Detection Algorithm Based on Improved YOLOv3 Autor Zhao, Liquan, Li, Shuaiyang

“…The ‘You Only Look Once’ v3 (YOLOv3) method is among the most widely used deep learning-based object detection methods…”
Získať plný text

Application of a Model that Combines the YOLOv3 Object Detection Algorithm and Canny Edge Detection Algorithm to Detect Highway Accidents Autor Chung, Yao-Liang, Lin, Chuan-Kai

“…) object detection algorithm and Canny edge detection algorithm. It not only detects whether an accident has occurred in front of a vehicle, but further performs a preliminary classification of the accident to determine its severity…”
Získať plný text

Improved Object Detection Algorithm of YOLOv3 Remote Sensing Image Autor Wu, Kaijun, Bai, Chenshuai, Wang, Dicong, Liu, Zhengnan, Huang, Tao, Zheng, Huan

“…Due to the low detection accuracy of YOLOv3 target detection method, this paper proposes an improved target detection method of YOLOv3 remote sensing image…”
Získať plný text

YOLOv3 Object Detection Algorithm with Feature Pyramid Attention for Remote Sensing Images Autor Cheng, Zhe, Lv, Jingguo, Wu, Anqi, Qu, Ningning

“…In object detection in remote sensing images, owing to the complex background environment, there are problems of poor robustness to interference and low detection accuracy for small objects…”
Získať plný text

Model Compression Based on YOLOv3 Object Detection Algorithm from the Perspective of UAV Autor Wu, Bing, Xue, Zhijun, Chen, Wenjie

“… In order to deploy the YOLOv3 [1] algorithm on drones, it is necessary to adopt the YOLOv3 algorithm with fewer parameters and a simpler structure…”
Získať plný text

DC-YOLOv3: A novel efficient object detection algorithm Autor Zhang, Xu, Han, Fang, Wang, Ping, Jiang, Wei, Wang, Chen

“…). Then, a novel one-stage object detection network framework called DC-YOLOv3 is proposed. A lot of experiments on the Pascal 2017 benchmark prove the effectiveness of our framework…”
Získať plný text

Object Detection Algorithm Based on YOLOv3 Model to Detect Occluded Targets Autor Zhang, Dawei

“… Therefore, this paper proposes a target detection algorithm based on V3 model to detect occluded targets…”
Získať plný text

Image convolution techniques integrated with YOLOv3 algorithm in motion object data filtering and detection Autor Cheng, Mai, Liu, Mengyuan

“… These enhancements form a novel multi-object detection algorithm based on an improved YOLOv3 framework, specifically designed for video applications…”
Získať plný text

Research on Vehicle Object Detection Algorithm Based on Improved YOLOv3 Algorithm Autor Liu, Jin, Zhang, Dongquan

“… First the multi-scale prediction network model is improved according to actual traffic conditions and efficiency requirements based on the original general object detection YOLOv3 algorithm…”
Získať plný text

Nanomesh‐YOLO: Intelligent Colorimetry E‐Skin Based on Nanomesh and Deep Learning Object Detection Algorithm Autor Chen, Hongyu, Xu, Siye, Liu, Haidong, Liu, Chang, Liu, Houfang, Chen, Jiyang, Huang, Hexiang, Gong, Haoyu, Wu, Jingzhi, Tang, Hao, Luo, Jinan, Wen, Baohua, Zhou, Jianhua, Qiao, Yancong

“…‐skin system consists of the polyurethane (PU) nanomesh and the object detection algorithm You Only Look Once version 3 (YOLOv3). Due to the 44…”
Získať plný text

A lightweight YOLOv3 algorithm used for safety helmet detection Autor Deng, Lixia, Li, Hongquan, Liu, Haiying, Gu, Jason

“…YOLOv3 is a popular and effective object detection algorithm. However, YOLOv3 has a complex network, and floating point operations (FLOPs…”
Získať plný text

Real-time Concealed Object Detection from Passive Millimeter Wave Images Based on the YOLOv3 Algorithm Autor Pang, Lei, Liu, Hui, Chen, Yang, Miao, Jungang

“…The detection of objects concealed under people’s clothing is a very challenging task, which has crucial applications for security…”
Získať plný text

Embedded Real-time Video Object Detection Algorithm Based on YOLOv3 Autor YIN Yanqing, GONG Huajun, WANG Xinhua

“… improve the speed of object detection.Experimental results on the ILSVRC dataset show that the proposed algorithm can implement video object detection on NVIDIA TX2 embedded platforms at a speed of 28 frame/s,and its detection accuracy is close to that of the original YOLOv3…”
Získať plný text

Evaluation of Deep Learning YOLOv3 Algorithm for Object Detection and Classification Autor Ezat, Weal A., Dessouky, Mohamed M., Ismail, Nabil A.

Získať plný text

A novel optimized tiny YOLOv3 algorithm for the identification of objects in the lawn environment Autor Wang, Xinyan, Lv, Feng, Li, Lei, Yi, Zhengyang, Jiang, Quan

“…Based on the problem of insufficient accuracy of the original tiny YOLOv3 algorithm for object detection in a lawn environment, an Optimized tiny YOLOv3 algorithm with less computation and higher accuracy is proposed…”
Získať plný text

Implementation of the Object Detection Algorithm (YOLOV3) on FPGA Autor Esen, Fahri, Degirmenci, Ali, Karal, Omer

“… However, these models such as single shot detection (SSD), regions convolutional neural network (R-CNN…”
Získať plný text

Small Object Detection Algorithm for Aerial Photography Based on Improved YOLOv3 Autor XI Qi, WANG Mingjie, WEI Jinghe, ZHAO Wei

“…This study presents an improved You Only Look Once version 3 (YOLOv3) algorithm for small object detection, to address problems such as low detection precision…”
Získať plný text

Multiple Object detection using Autonomous UAVs based on YOLOv3 algorithm Autor Murugendrappa, N, Gayathri, KE, Harshitha, GM, Gupta, Sony

“… Nevertheless, the chore of detecting an object is very much challenging and is even more difficult when we have low quality images aboard low cost consumer UAVs…”
Získať plný text

An Improved Yolov3 Object Detection Algorithm for UAV Aerial Images Autor Zhang, Zhihong, Gong, Huajun, Wang, Xinhua, Feng, Yadong, Xu, Minjie

“… Without affecting the detection speed, the improved YOLOV3 algorithm can effectively improve the detection accuracy of small target objects in the aerial perspective and reduce the rate of missed detection…”
Získať plný text

Object Detection Algorithm for Surface Defects Based on a Novel YOLOv3 Model Autor Lv, Ning, Xiao, Jian, Qiao, Yujing

“…The surface defects of industrial structural parts have the characteristics of a large-scale span and many small objects, so a novel YOLOv3 model, the YOLOv3-ALL algorithm, is proposed in this paper…”
Získať plný text