Determination of Age, Gender, Dress Color and Type of a Person by Convolutional Neural Network (CNN)

2020 ◽  
Author(s):  
CSN Koushik ◽  
Shruti Bhargava Choubey ◽  
Abhishek Choubey ◽  
D. Naresh ◽  
N. Bhanu Prakash Reddy
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network

Method of determination of the text direction on the image with the use of convolutional neural network

2020 ◽  
pp. 96-99
Author(s):  
P.L. Nikolaev
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Deep Neural Network ◽  
Binary Classification ◽  
Synthetic Data ◽  
Real Data ◽  
Method Of Determination ◽  
Classification Of Images

This article deals with method of binary classification of images with small text on them Classification is based on the fact that the text can have 2 directions – it can be positioned horizontally and read from left to right or it can be turned 180 degrees so the image must be rotated to read the sign. This type of text can be found on the covers of a variety of books, so in case of recognizing the covers, it is necessary first to determine the direction of the text before we will directly recognize it. The article suggests the development of a deep neural network for determination of the text position in the context of book covers recognizing. The results of training and testing of a convolutional neural network on synthetic data as well as the examples of the network functioning on the real data are presented.

scholarly journals Residual Convolutional Neural Network for the Determination of IDH Status in Low- and High-Grade Gliomas from MR Imaging

2017 ◽  
Vol 24 (5) ◽  
pp. 1073-1081 ◽  
Author(s):  
Ken Chang ◽  
Harrison X. Bai ◽  
Hao Zhou ◽  
Chang Su ◽  
Wenya Linda Bi ◽  
...  
Keyword(s):  
Neural Network ◽  
Mr Imaging ◽  
Convolutional Neural Network ◽  
High Grade ◽  
High Grade Gliomas

Convolutional neural network in image analysis for determination of mangrove species

2019 ◽  
Author(s):  
Marcelinus A. Adhiwibawa ◽  
Mario R. Ariyanto ◽  
Andreas Struck ◽  
Kestrilia R. Prilianti ◽  
Tatas H. Brotosudarmo
Keyword(s):  
Neural Network ◽  
Image Analysis ◽  
Convolutional Neural Network ◽  
Mangrove Species
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