LEVERAGING NEURAL NETWORK ALGORITHMS AND TECHNIQUES IN THE EFFECTIVE DETECTION OF BREEDS OF VARIOUS ANIMALS
Namrata Deswal
GD Goenka World Institute Lancaster University, Gurugram, Haryana
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Completed many analysis in breed detection utilizing picture handling by numerous specialists, executed in different applications like an electronic clinical record for creatures that assist with recognizing canines using picture handling. A few specialists have worked on identifying fiducial focuses on faces, which has expanded progress in AI. A few analysts have made an application that helps observe missing young doggies by removing the facial, including convolutional brain organizations. These papers have an essential spotlight on picture handling. As indicated by these proposed frameworks, the interaction is perplexing, and pre-handling may not be exact, assuming the creature in the picture is to some degree stowed away. Likewise, considering various animals in the image, the proposed framework doesn't perceive every one of the creatures. Through this review, we are attempting to conquer the deficiencies of these frameworks.
Keywords: neural network; animal breeds; Feature Extraction process
- C. Szegedy, W. Liu, Y. Jia, P. Sermanet, S. Reed, D. Anguelov, D. Erhan, V. Vanhoucke, and A. Rabinovich. Going deeper with convolutions. In IEEE conference on computer vision and pattern recognition, pages 1- 9, 2015
- T. P. Moreira, M. L. Perez, R. de Oliveira Werneck , and E. Valle. Where is my puppy? retrieving lost dogs by facial features. Multimedia Tools and Applications, 76(14):15325- 15340, 2017.
- Hayder Yousif, Jianhe Yuan, Roland Kays, Zhihai He.” Fast Human-Animal Detection from Highly Cluttered Camera-Trap Images Using Joint Background Modeling and Deep Learning Classification”.978-1-4673-6853-7/ ©2017 IEEE
- Bruna Vieira Frade Erickson R. Nascimento.” A TWO-STEP LEARNING METHOD FOR DETECTING LANDMARKS ON FACES FROM DIFFERENT DOMAINS” (Universidade Federal de Minas Gerais (UFMG), Brazil ISBN:2655978-1-4799-7061©2018 IEEE
- Pragya Gupta and Gyanendra k. Varma (National Institute of Technology, Kurukshetra) “Wild Animal Detection using Discriminative Feature-oriented Dictionary Learning “International Conference on Computing, Communication and Automation (ICCCA2017) ISBN: 978-1-5090-6471 ©2017 IEEE