Výsledky vyhledávání - "Vinayak Ashok Bharadi"

Analysis of Long Short Term Memory (LSTM) Networks in the Stateful and Stateless Mode for COVID-19 Impact Prediction

Autor: Vinayak Ashok Bharadi, Sujata S. Alegavi

Publikováno v: Studies in Big Data ISBN: 9783030756567

Machine learning (ML) has become a trending domain over the past few years, the accessibility of Graphical Processing Units (GPUs), Tensor Processing Units (TPUs) have given impetus for the same. Various applications like speech and face recognition,

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::8ae2491a77a63d6badc9bf2d5e1e9211
https://doi.org/10.1007/978-3-030-75657-4_8

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Random Net Implementation of MLP and LSTMs Using Averaging Ensembles of Deep Learning Models

Autor: Vinayak Ashok Bharadi

Publikováno v: 2020 International Conference on Decision Aid Sciences and Application (DASA).

Long Short Term Memory Networks are a special type of recurrent Neural Network having better performance. LSTMs are widely used for sequence prediction. The multilayer perceptron (MLP) provides a nonlinear mapping between an input vector and a corres

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::fa39240755fd22bb47ac4cbaad513da5
https://doi.org/10.1109/dasa51403.2020.9317015

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Real Time Multiple Object Detection on Low-Constrained Devices using Lightweight Deep Neural Network

Autor: Vinayak Ashok Bharadi, Namdeo Baban Badhe

Publikováno v: Intelligent Computing and Networking ISBN: 9789811574207

Over the past few decades, deep neural networks have gained attention due to their widespread use in filtering, combinatorial advancement, style transfer, pattern recognition, computer, and some different territories. Object detection is one of the d

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b28c0baf36169a1ba55bde246bf61106
https://doi.org/10.1007/978-981-15-7421-4_12

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Distributed Decomposed Data Analytics of IoT, SAR and Social Network data

Autor: Shashank Tolye, Vinayak Ashok Bharadi

Publikováno v: 2020 3rd International Conference on Communication System, Computing and IT Applications (CSCITA).

The weather nowadays has become so unpredictable that there is a need for a system that predicts correct weather patterns and allows them to take a precautionary plan of action to cope up with it. Three major sources of providing very crucial weather

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::80f812ee5a11c857f19517e6d5dcd161
https://doi.org/10.1109/cscita47329.2020.9137785

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