Brain Tumor Detection using Mobilenet

Brain Tumor Detection using Mobilenet

Registration ID: IJNRD_191759

Published ID: IJNRD2304363

DOI: Click Here to Get

Chede Anusha , P Anil kumar , D Yuva Karthikeswar , G Venkata Sai , B Jaswanth Satya Venkat

CNN, MobileNet, Brain Tumor, Accuracy

ABSTRACT: The research suggests a MobileNet-based CNN-based method for the automatic detection of brain cancers. The suggested approach pre-processes the data using an ImageDataGenerator and trains the model on a bespoke dataset of brain MRI pictures. The trained model is tested against a different testing dataset and exhibits good tumor detection accuracy. The project also offers charts of accuracy and loss over epochs for visualising the model's performance. The suggested method serves as a valuable illustration of how to apply a CNN-based strategy for medical picture analysis as well as a demonstration of the efficacy of deep learning models for the diagnosis of brain cancers.

Published Paper   E-Certificate

"Brain Tumor Detection using Mobilenet", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.8, Issue 4, page no.d443-d448, April-2023, Available :https://ijnrd.org/papers/IJNRD2304363.pdf

Volume 8 Issue 4, April-2023

Pages : d443-d448

Paper Reg. ID: IJNRD_191759

Published Paper Id: IJNRD2304363

Downloads: 000121126

Research Area: Electronics & Communication Engg. 

Country: Krishna, Andhra Pradesh, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2304363.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2304363

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

Call For Paper - Volume 10 | Issue 8 | August 2025

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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world. IJNRD will provide an opportunity for practitioners and educators of engineering field to exchange research evidence, models of best practice and innovative ideas.

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