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Title: :  IMPROVED OBJECT DETECTION WITH NEURAL NETWORK
PaperId: :  6963
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 6 2017
DUI:    16.0415/IJARIIE-6963
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Krupali. A. Dave.Kalol Institute of Technology and Research Center, Kalol
Prof. A. R. KaziKalol Institute of Technology and Research Center, Kalol

Abstract

Computer Engineering
Object detection, Pre-processing, Feature Extraction, Convolutional Neural network, Deep Pyramid, Classification
Object detection is a computer technology related to computer vision and image processing that deals with detecting instances of semantic objects of a certain class (such as humans, buildings, or cars) in digital images and videos.In Image Processing two methods are used CLAASIFICATION and DETECTION. CNN is a one type of Feature Extraction but it is used for detect multiple shape and object. CNN is used as a classification.In this paper we focuses on convolution neural networks and Deep Pyramid technique allowing further insights into their internal operation. After giving a brief introduction to neural networks and its layers, we review supervised training of neural networks in detail. The second section introduces the different types of layers present in recent convolutional neural networks. Based on these basic building blocks, we discuss the architecture of the convolutional neural network. In the third section we focuses on the deep pyramid technique. In Deep Pyramid, or pyramid representation, is a type of multi-scale signal representation developed by the computer vision, image processing and signal processing communities, in which a signal or an image is subject to repeated smoothing and sub sampling.

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IJARIIE Krupali. A. Dave., and Prof. A. R. Kazi. "IMPROVED OBJECT DETECTION WITH NEURAL NETWORK" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 6 2017 Page 357-369
MLA Krupali. A. Dave., and Prof. A. R. Kazi. "IMPROVED OBJECT DETECTION WITH NEURAL NETWORK." International Journal Of Advance Research And Innovative Ideas In Education 3.6(2017) : 357-369.
APA Krupali. A. Dave., & Prof. A. R. Kazi. (2017). IMPROVED OBJECT DETECTION WITH NEURAL NETWORK. International Journal Of Advance Research And Innovative Ideas In Education, 3(6), 357-369.
Chicago Krupali. A. Dave., and Prof. A. R. Kazi. "IMPROVED OBJECT DETECTION WITH NEURAL NETWORK." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 6 (2017) : 357-369.
Oxford Krupali. A. Dave., and Prof. A. R. Kazi. 'IMPROVED OBJECT DETECTION WITH NEURAL NETWORK', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 6, 2017, p. 357-369. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/IMPROVED_OBJECT_DETECTION_WITH_NEURAL_NETWORK_ijariie6963.pdf (Accessed : 24 January 2018).
Harvard Krupali. A. Dave., and Prof. A. R. Kazi. (2017) 'IMPROVED OBJECT DETECTION WITH NEURAL NETWORK', International Journal Of Advance Research And Innovative Ideas In Education, 3(6), pp. 357-369IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/IMPROVED_OBJECT_DETECTION_WITH_NEURAL_NETWORK_ijariie6963.pdf (Accessed : 24 January 2018)
IEEE Krupali. A. Dave., and Prof. A. R. Kazi, "IMPROVED OBJECT DETECTION WITH NEURAL NETWORK," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 6, pp. 357-369, Nov-Dec 2017. [Online]. Available: https://ijariie.com/AdminUploadPdf/IMPROVED_OBJECT_DETECTION_WITH_NEURAL_NETWORK_ijariie6963.pdf [Accessed : 24 January 2018].
Turabian Krupali. A. Dave., and Prof. A. R. Kazi. "IMPROVED OBJECT DETECTION WITH NEURAL NETWORK." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 6 (24 January 2018).
Vancouver Krupali. A. Dave., and Prof. A. R. Kazi. IMPROVED OBJECT DETECTION WITH NEURAL NETWORK. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 24 January 2018]; 3(6) : 357-369. Available from: https://ijariie.com/AdminUploadPdf/IMPROVED_OBJECT_DETECTION_WITH_NEURAL_NETWORK_ijariie6963.pdf
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