Geodesic
Using deep learning neural network model to solve the problems of classification of unwanted content in social media
Vestnik KRAUNC. Fiziko-matematičeskie nauki, Tome 35 (2021) no. 2, pp. 56-62

Voir la notice de l'article provenant de la source Math-Net.Ru

When solving classification problems using deep learning, they face the problem of model convergence. This problem occurs due to the limited amount of data in the samples.
Keywords: deep learning models, transfer learning, cross entropy, softmax layers, InceptionV3. 
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     author = {A. S. Bobin},
     title = {Using deep learning neural network model to solve the problems of classification of unwanted content in social media},
     journal = {Vestnik KRAUNC. Fiziko-matemati\v{c}eskie nauki},
     pages = {56--62},
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     number = {2},
     year = {2021},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/VKAM_2021_35_2_a5/}
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A. S. Bobin. Using deep learning neural network model to solve the problems of classification of unwanted content in social media. Vestnik KRAUNC. Fiziko-matematičeskie nauki, Tome 35 (2021) no. 2, pp. 56-62. http://geodesic.mathdoc.fr/item/VKAM_2021_35_2_a5/