A review: Object detection models

AK Shetty, I Saha, RM Sanghvi… - 2021 6th International …, 2021 - ieeexplore.ieee.org
… image understanding object detection will be more prevalent. In the future, we will be able
to implement object detection in much more mundane workings of our life. Our review paper …

A review of object detection models based on convolutional neural network

F Sultana, A Sufian, P Dutta - Intelligent computing: image processing …, 2020 - Springer
models explored in [11] and object detection models like R-… a review of different state-of-the-art
object detection modelsmodels in Sect. 2 with some contextual subsections. In Sect. …

Convolutional neural network: a review of models, methodologies and applications to object detection

A Dhillon, GK Verma - Progress in Artificial Intelligence, 2020 - Springer
… in image classification, segmentation and object detection. Recent advances of deep …
review of various deep architectures and model highlighting characteristics of particular model

A comprehensive review of object detection with deep learning

R Kaur, S Singh - Digital Signal Processing, 2023 - Elsevier
… , a significant improvement in the performance of object detection models has been …
This review paper starts with a quick overview of object detection followed by object detection

Object detection with deep learning: A review

ZQ Zhao, P Zheng, S Xu, X Wu - IEEE transactions on neural …, 2019 - ieeexplore.ieee.org
… deep models are … and object detection but pays little attention on detailing specific algorithms.
Different from it, our work not only reviews deep learning-based object detection models

A review of object detection techniques

K Li, L Cao - 2020 5th International Conference on …, 2020 - ieeexplore.ieee.org
… datasets used for testing or training the object detection model. This paper made a systematic
classification and summary in the object detection field, which can be meaningful and …

A survey of modern deep learning based object detection models

SSA Zaidi, MS Ansari, A Aslam, N Kanwal… - Digital Signal …, 2022 - Elsevier
… 2019 Review on deep learning object detection models This work contains a detailed
analysis of object detection models available till 2019 by using Microsoft COCO dataset [22]. …

Object detection in 20 years: A survey

Z Zou, K Chen, Z Shi, Y Guo, J Ye - Proceedings of the IEEE, 2023 - ieeexplore.ieee.org
… The goal of object detection is to develop computational models and techniques that provide
one of the most basic pieces of knowledge needed by computer vision applications: What …

A review: Comparison of performance metrics of pretrained models for object detection using the TensorFlow framework

SA Sanchez, HJ Romero… - IOP conference series …, 2020 - iopscience.iop.org
… ), now we discuss models for object recognition and Keras TensorFlow; … models are classified
based detectors in the region (Faster R-CNN, R-FCN, FPN) and single shot detectors (SSD …

A review of object detection techniques

X Zou - 2019 International conference on smart grid and …, 2019 - ieeexplore.ieee.org
Object detection is widely used in the field of computer vision … During the development of
half a century, object detection … At present, the approach of object detection has been largely …