Review on one-stage object detection based on deep learning

H Zhang, RS Cloutier - EAI Endorsed Transactions on e …, 2021 - publications.eai.eu
As a popular research direction in computer vision, deep learning technology has promoted
breakthroughs in the field of object detection. In recent years, the combination of object …

Object Detection Performance: A Comparative Study

J Qaddour - 2023 - researchsquare.com
Object detection is a critical task in computer vision with applications in many domains.
Recent advances in deep learning have led to significant improvements in the performance …

Real-time object detection algorithm based on improved YOLOv3

X Zhang, X Dong, Q Wei, K Zhou - Journal of electronic …, 2019 - spiedigitallibrary.org
Object detection is a challenging computer vision problem with numerous practical
applications. Due to low accuracy and slow detection speed in object detection, we propose …

[PDF][PDF] Real time object detection using ssd and mobilenet

T Palwankar, K Kothari - Int. J. Res. Appl. Sci. Eng. Technol, 2022 - academia.edu
This Accurate Real-time object detection needs faster computation power to identify the
object at that specific time. The accuracy of object detection has increased drastically with …

YOLO v3-Tiny: Object Detection and Recognition using one stage improved model

P Adarsh, P Rathi, M Kumar - 2020 6th international conference …, 2020 - ieeexplore.ieee.org
Object detection has seen many changes in algorithms to improve performance both on
speed and accuracy. By the continuous effort of so many researchers, deep learning …

Object Detection Based on Deep Learning: A Brief Review

S Yin - IJLAI Transactions on Science and Engineering, 2023 - ijlaitse.com
Object Detection is one of the basic tasks in the field of computer vision. In recent years, with
the hot development of deep learning technology, object detection algorithm has changed …

Development and challenges of object detection: A survey

Z Li, Y Dong, L Shen, Y Liu, Y Pei, H Yang, L Zheng… - Neurocomputing, 2024 - Elsevier
Object detection is a basic vision task that accompanies people's daily lives all the time. The
development of object detection technology has experienced an evolution from traditional …

[PDF][PDF] Object Detection Using Stacked YOLOv3.

SS Padmanabula, RC Puvvada, V Sistla… - … des Systèmes d Inf., 2020 - researchgate.net
Accepted: 3 August 2020 Object detection is a stimulating task in the applications of
computer vision. It is gaining a lot of attention in many real-time applications such as …

A review of YOLO object detection based on deep learning

S Yanhua, Z Duo, C Hongyu, Z Xiaoqiang, R Yunbo - 电子与信息学报, 2022 - jeit.ac.cn
Object detection is one of the basic tasks and research hotspots in the field of computer
vision. The YOLO (You Only Look Once) frames object detection is a regression problem to …

A review of YOLO object detection based on deep learning

Y SHAO, D ZHANG, H CHU, X ZHANG, Y RAO - 电子与信息学报, 2022 - jeit.ac.cn
Object detection is one of the basic tasks and research hotspots in the field of computer
vision. The YOLO (You Only Look Once) frames object detection is a regression problem to …