Object detection using Convolutional Neural Networks in TensorFlow

  • Unique Paper ID: 147145
  • Volume: 5
  • Issue: 4
  • PageNo: 351-353
  • Abstract:
  • With the development in the field of computational machines, computer vision is one of the rapidly growing domains in the most recent decade. Advance neural networks especially deep learning has played significant role in this. The applications of object detection ranges from video surveillance to self-driving cars makes this one of the most researched topics in recent times. In this paper we are more concern about object detection using image processing with the help of Tensorflow and compare results of the two most widely used algorithms i.e. SSD (Single short detector) and Faster R-CNN (Faster region based convolutional neural networks).

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{147145,
        author = {Arun Samkaria},
        title = {Object detection using Convolutional Neural Networks in TensorFlow},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {5},
        number = {4},
        pages = {351-353},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=147145},
        abstract = {With the development in the field of computational machines, computer vision is one of the rapidly growing domains in the most recent decade. Advance neural networks especially deep learning has played significant role in this. The applications of object detection ranges from video surveillance to self-driving cars makes this one of the most researched topics in recent times. In this paper we are more concern about object detection using image processing with the help of Tensorflow and compare results of the two most widely used algorithms i.e. SSD (Single short detector) and Faster R-CNN (Faster region based convolutional neural networks).},
        keywords = {Object detection, Computer vision, TensorFlow, Python, SSD, Faster R-CNN, OpenCV, cuDNN, Database file.},
        month = {},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 5
  • Issue: 4
  • PageNo: 351-353

Object detection using Convolutional Neural Networks in TensorFlow

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