Intelligent Advertisement System

  • Unique Paper ID: 150649
  • Volume: 7
  • Issue: 8
  • PageNo: 177-180
  • Abstract:
  • Emotion based advertisement system reads the facial expression of the person and displays the advertisement according to the mood of the person. In this paper we have used CNN architecture to recognize the facial expression. Our system works for 5 emotions they are: Happy, Sad, Surprise, Angry and Neutral. We have used fer2013 dataset; we trained our model over 24176 training images. It can be used for making outdoor advertisement (billboard advertisement) more effective and interesting

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{150649,
        author = {Aman Shaikh and Nilima Kulkarni and Aman Patel and Arsalan Patel},
        title = {Intelligent Advertisement System},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {7},
        number = {8},
        pages = {177-180},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=150649},
        abstract = {Emotion based advertisement system reads the facial expression of the person and displays the advertisement according to the mood of the person. In this paper we have used CNN architecture to recognize the facial expression. Our system works for 5 emotions they are: Happy, Sad, Surprise, Angry and Neutral. We have used fer2013 dataset; we trained our model over 24176 training images. It can be used for making outdoor advertisement (billboard advertisement) more effective and interesting },
        keywords = {Deep Learning, Convolutional Neural Network, Facial Expression Recognition, Targeted Advertisement},
        month = {},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 7
  • Issue: 8
  • PageNo: 177-180

Intelligent Advertisement System

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