Metallic Petals: TPU-based Flower Classification

Metallic Petals: TPU-based Flower Classification

Registration ID: IJNRD_224276

Published ID: IJNRD2407007

DOI: Click Here to Get

Tadikonda Harshitha , Lakshmi Likhitha Komarina , Jahnavi Geda , Bhuvana Mogali

Automated flower classification plays a pivotal role in various domains, from ecological studies to agriculture and beyond .The work uses a cutting-edge deep learning model for picture categorization and makes use of a sizable dataset with a variety of flower species. The study leverages a comprehensive dataset of diverse floral species, employing a state-of-the-art deep learning model for image classification. The integration of TPUs into the classification pipeline is explored, unlocking unprecedented computational speeds, and enabling the scalability of the model. Results indicate a significant boost in classification accuracy, showcasing the potential of TPUs in accelerating flower classification tasks. This research not only contributes to the field of automated image classification but also underscores the utility of TPUs in expediting complex machine learning computations.

Published Paper   E-Certificate

"Metallic Petals: TPU-based Flower Classification", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.9, Issue 7, page no.a56-a62, July-2024, Available :https://ijnrd.org/papers/IJNRD2407007.pdf

Volume 9 Issue 7, July-2024

Pages : a56-a62

Paper Reg. ID: IJNRD_224276

Published Paper Id: IJNRD2407007

Downloads: 000121196

Research Area: Engineering

Country: Vijayawada, AndhraPradesh, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2407007.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2407007

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

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