ISSN 2394-5125
 

Research Article 


An Identification of Automatic Clothing Pattern and Color Recognition through Voice Recognition for Visually impaired people

A.V. Subba Rao, Dr. H C Hadimani, Dr. Srinivasarao Udara.

Abstract
The current implementation of the paper help the visually impaired to select the cloths and independent in their decision. The application could be matches the cloths based on the dominating color. But, clothing pattern and color recognizing is a major problem due to illumination, rotation, scaling, and large intra-class pattern variations. In order to provide easy way to identify the cloth color and its patterned we focused on the improvement in the feature learning that can be achieve by integrating the Deep Super Learning method with Convolutional Neural Network (DSL-CNN) is used for getting voice input for visually impaired person, Voice application was developed , which is the voice can tell about the color and its pattern and details about the cloth which is helpful to the blind people. Recognized color is matched by open CV python programming code. To implement this we used 1000 images of data base was created from that Then pick the clothes based on color recognition and display image from that it is possible to get information about cloth details in the form of voice .In this, the DSL algorithm enhances the learning model by extracting the best combination between the neurons to get the clear features of an object. This form of feature learning and detection method improves the accuracy in better rate than other traditional detection methods.

Key words: olor recognition, Clothes pattern Matching, Visually Impaired people, DSL-CNN, Python,


 
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How to Cite this Article
Pubmed Style

A.V. Subba Rao, Dr. H C Hadimani, Dr. Srinivasarao Udara. An Identification of Automatic Clothing Pattern and Color Recognition through Voice Recognition for Visually impaired people. JCR. 2020; 7(16): 2488-2495. doi:10.31838/jcr.07.16.318


Web Style

A.V. Subba Rao, Dr. H C Hadimani, Dr. Srinivasarao Udara. An Identification of Automatic Clothing Pattern and Color Recognition through Voice Recognition for Visually impaired people. http://www.jcreview.com/?mno=123559 [Access: June 03, 2021]. doi:10.31838/jcr.07.16.318


AMA (American Medical Association) Style

A.V. Subba Rao, Dr. H C Hadimani, Dr. Srinivasarao Udara. An Identification of Automatic Clothing Pattern and Color Recognition through Voice Recognition for Visually impaired people. JCR. 2020; 7(16): 2488-2495. doi:10.31838/jcr.07.16.318



Vancouver/ICMJE Style

A.V. Subba Rao, Dr. H C Hadimani, Dr. Srinivasarao Udara. An Identification of Automatic Clothing Pattern and Color Recognition through Voice Recognition for Visually impaired people. JCR. (2020), [cited June 03, 2021]; 7(16): 2488-2495. doi:10.31838/jcr.07.16.318



Harvard Style

A.V. Subba Rao, Dr. H C Hadimani, Dr. Srinivasarao Udara (2020) An Identification of Automatic Clothing Pattern and Color Recognition through Voice Recognition for Visually impaired people. JCR, 7 (16), 2488-2495. doi:10.31838/jcr.07.16.318



Turabian Style

A.V. Subba Rao, Dr. H C Hadimani, Dr. Srinivasarao Udara. 2020. An Identification of Automatic Clothing Pattern and Color Recognition through Voice Recognition for Visually impaired people. Journal of Critical Reviews, 7 (16), 2488-2495. doi:10.31838/jcr.07.16.318



Chicago Style

A.V. Subba Rao, Dr. H C Hadimani, Dr. Srinivasarao Udara. "An Identification of Automatic Clothing Pattern and Color Recognition through Voice Recognition for Visually impaired people." Journal of Critical Reviews 7 (2020), 2488-2495. doi:10.31838/jcr.07.16.318



MLA (The Modern Language Association) Style

A.V. Subba Rao, Dr. H C Hadimani, Dr. Srinivasarao Udara. "An Identification of Automatic Clothing Pattern and Color Recognition through Voice Recognition for Visually impaired people." Journal of Critical Reviews 7.16 (2020), 2488-2495. Print. doi:10.31838/jcr.07.16.318



APA (American Psychological Association) Style

A.V. Subba Rao, Dr. H C Hadimani, Dr. Srinivasarao Udara (2020) An Identification of Automatic Clothing Pattern and Color Recognition through Voice Recognition for Visually impaired people. Journal of Critical Reviews, 7 (16), 2488-2495. doi:10.31838/jcr.07.16.318