Online Criminal Detection System from Image Sketches using Machine Learning

Online Criminal Detection System from Image Sketches using Machine Learning

Registration ID: IJNRD_217184

Published ID: IJNRD2404188

DOI: Click Here to Get

Prof. (Dr. ) Pranjali Deshmukh , Dipti Nitin Dhole , Prajwal Sheshrao Hattewar , Prachi Vilas. Ambadkar , Vedant Vinod Lekurwale

Machine Learning, Criminal, OpenCV, Convolutional neural network algorithm, Image Sketches, Online Criminal Detection.

Online Criminal Detection System from Image Sketches using Machine Learning aimed at decreasing crime rate by recognizing criminals from their image sketches and displaying relevant criminal details to the user. This research paper proposes an automated system for online criminal detection from image sketches, leveraging machine learning technique. Subsequently, the paper delves Into the introduction of the proposed system, proposed methodology, modules of the system, implementation where dataset will be generated. Furthermore, the paper elucidates the library and machine learning algorithm i.e., OpenCV and CNN. It also discusses the image to sketch conversion using OpenCV, approaches, modules including admin panel, police admin, dataset generation, criminal detection and recognition. The proposed system utilizes convolutional neural networks for feature extraction and classification, trained on a dataset of image sketches. This research contributes to the advancement of criminal detection system, offering a valuable system for improving public system and security in the digital age.

Published Paper   E-Certificate

"Online Criminal Detection System from Image Sketches using Machine Learning", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.9, Issue 4, page no.b707-b714, April-2024, Available :https://ijnrd.org/papers/IJNRD2404188.pdf

Volume 9 Issue 4, April-2024

Pages : b707-b714

Paper Reg. ID: IJNRD_217184

Published Paper Id: IJNRD2404188

Downloads: 000121134

Research Area: Engineering

Country: Jalgaon Jamod, District: Buldhana, Maharashtra, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2404188.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2404188

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

IJNRD is Scholarly open access journals, Peer-reviewed, and Refereed Journals, High Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool), Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) with Open-Access Publications.

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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Paper Submission Open For: August 2025

Current Issue: Volume 10 | Issue 8

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Journal Type: International Peer-reviewed, Refereed, and Open Access Journal.

Subject Category: Research Area