Dog Breed Prediction Using Deep Learning and E-commerce

Authors

  • Abhinav Rajhans  Department of Computer Engineering, Shree L.R Tiwari College of Engineering Mumbai, Maharashtra, India
  • Rajan Gupta  Department of Computer Engineering, Shree L.R Tiwari College of Engineering Mumbai, Maharashtra, India
  • Satyam Dubey  Department of Computer Engineering, Shree L.R Tiwari College of Engineering Mumbai, Maharashtra, India
  • Piyush Dave  Department of Computer Engineering, Shree L.R Tiwari College of Engineering Mumbai, Maharashtra, India
  • Prof. Aabha Patil   Assistant Professor, Department of Computer Engineering, Shree L.R Tiwari College of Engineering Mumbai, Maharashtra, India

DOI:

https://doi.org/10.32628/CSEIT251445

Keywords:

Computer Vision, Machine Learning, E-Commerce

Abstract

This project uses computer vision and machine learning techniques to predict dog breeds from photographs and provides a trustworthy and efficient e-commerce platform for dogs. With the help of various machine learning models such as convolutional neural networks, our model gives the correct breed 90% of the time. Apart from that, our web application also provides an e-commerce platform for buying of dogs.

References

  1. W. LaRow, B. Mittl and V. Singh, “Dog Breed Identification,” SURJ: The Stanford Undergraduate Research Journal, pp. 7-8, 2015.
  2. Z. R´aduly, C. Sulyok, Z. Vad´aszi and A. Z¨olde, “Dog Breed Identiļ¬cation Using Deep Learning,” 2018 IEEE 16th International Symposium on Intelligent Systems and Informatics (SISY), 2018.
  3. K. O’Shea and R. Nash, “An Introduction to Convolutional Neural Networks,” p. 10, 2015.
  4. T. Kattenborn and J. Leitloff , “Review on Convolutional Neural Networks (CNN) in vegetation remote sensing,” ISPRS Journal of Photogrammetry and Remote Sensing, p. 11, 2021.
  5. M. Xin and Y. Wang, “Research on image classification model based on deep convolution neural network,” EURASIP Journal on Image and Video Processing , pp. 7-8, 2019.
  6. M. M. krishna and M. Neelima, “Image classification using Deep learning,” International Journal of Engineering & Technology, p. 5, 2018.

IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology

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Published

2023-04-30

Issue

Volume 9, Issue 2, March-April-2023

Section

Research Articles

License

Copyright (c) IJSRCSEIT

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

[1]
Abhinav Rajhans, Rajan Gupta, Satyam Dubey, Piyush Dave, Prof. Aabha Patil , " Dog Breed Prediction Using Deep Learning and E-commerce " International Journal of Scientific Research in Computer Science, Engineering and Information Technology(IJSRCSEIT), ISSN : 2456-3307, Volume 9, Issue 2, pp.446-451, March-April-2023. Available at doi : https://doi.org/10.32628/CSEIT251445