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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 6 | Month- June 2024
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Published Paper Details:
Paper Title
SCENE UNDERSTANDING OF NATURE USING CNN
Authors
Tammana Karthikeya, V.Narasa Reddy, Dr. P. Shanmugapriya
Keywords
Convolutional Neural Networks, Image Processing, Filters Max Pooling, Batch Normalization, Scene recognition, Padding, Drop out layer, Pooling layer, PLACES Dataset.
Abstract
Our research's overarching goal is to comprehend an image by categorizing its properties and grouping them under the appropriate scenes. To achieve the same goal, They created a convolutional neural network model from a data set that contained 6000 trained and 3000 test photos. Ourselves then tested the model using images from various categories. Six classes comprise the dataset, providing a comprehensive picture of nature worldwide. The dataset is tested and categorized after our model has been trained using a succession of convolution layers, a pooling layer, and a fully connected layer to obtain an output containing photos sorted according to scene categories.
IJCRT's Publication Details
Unique Identification Number - IJCRT2302391
Paper ID - 231320
Page Number(s) - d230-d235
Pubished in - Volume 11 | Issue 2 | February 2023
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Tammana Karthikeya, V.Narasa Reddy, Dr. P. Shanmugapriya, "SCENE UNDERSTANDING OF NATURE USING CNN", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 2, pp.d230-d235, February 2023, Available at :http://www.ijcrt.org/papers/IJCRT2302391.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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