• Kamekshi Gaur
• Pawan Kumar

In Gender Prediction model using the Convolutional Neural Network(CNN) Algorithm to the establishment of an Automatic gender prediction has now relevant to a companion of its using hardware and software, Unconsciously we using gender prediction model or predicting gender from facial images unrestrained conditions it’s a very important and challenging mission for working in real world applications . The Convolutional Neural Network (CNN) is designed by humans because of lacking to handle a huge amount of variations in images . This difficulty handle by Convolutional Neural Network for representing a powerful feature . In this paper we predicting a gender for using a facial images because increasing the growth of social path or social network. Gender prediction is very demanding task for detecting a gender (Male/Female) then we using a Convolutional Neural Network (CNN) for pre-processor the facial images and checking the accuracy level of a model. Convolutional Neural Network(CNN) is a supervised Learning Algorithm that work on Classsification and Regression but mainly work on classification Learning for Classify the images and pre-processor the images and classify it . The Convolutional Neural Network(CNN) algorithm main purpose how to pre-processing the input image and converting into a float-point tensor transformed into Convolutional Neural Network. For knowledge, purposes tensors are used to stored data they can define a multidimensional array. The analysis result, checking the level of accuracy on the based of classification or testing the level of accuracy result for detecting his/her image or data set for learned the functionality of facial images for predicting a gender (male/female) . Convolutional Neural Network(CNN) based method estimating his or her gender by using multiple Networks .

Convolutional Neural Network(CNN) -algorithm , machine learning, Open-CV, grayscale detection.

" Gender Prediction Model Using CNN Algorithm", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 4, page no.d179-d184, April-2022, Available :http://www.jetir.org/papers/JETIR2204322.pdf

" Gender Prediction Model Using CNN Algorithm", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 4, page no. ppd179-d184, April-2022, Available at : http://www.jetir.org/papers/JETIR2204322.pdf