Call for Papers:Vol.11 Issue.6

Submission
Last date		 28-Dec-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-6. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  CARTOONIFYING IMAGES USING DEEP LEARNING AND OPENCV IN PYTHON
PaperId: :  21636
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 5 2023
DUI:    16.0415/IJARIIE-21636
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Filjo T RKKMMPTC MALA
Ashimna ShamsudeenKKMMPTC MALA
Vaishnav V BhattKKMMPTC MALA
Jithin Davis KKMMPTC MALA
Nandakrishna K.M KKMMPTC MALA
Rohit ShajiKKMMPTC MALA
Ajith P JKKMMPTC MALA
Bindu AntoKKMMPTC MALA

Abstract

Computer Engineering
Open CV(COMPUTER VISION) library in Python, Edge detection, Deep learning-based edge detection model, CNN:-Convolutional Neural Network, Color quantization
In the contemporary era of digital art and entertainment, there exists a burgeoning trend that involves the transformation of ordinary photographs into captivating cartoons. This project introduces a pioneering and inventive approach that harnesses a fusion of advanced deep learning techniques and the versatile Python library known as OpenCV. The fundamental methodology can be distilled into two crucial and interlinked steps: the employment of a deep learning-based model, such as a Convolutional Neural Network (CNN), to master the intricate art of edge detection. This initial step serves as the bedrock for capturing the characteristic outlines and distinctive shapes reminiscent of classic cartoon drawings. The next pivotal phase in the process involves the application of a sophisticated color quantization algorithm. The purpose here is to systematically reduce the multitude of distinct colors within the input image, artfully replicating the simplified yet enchanting color palettes that are so quintessential to the world of cartoons. In this intricate journey towards cartoonification, a plethora of diverse color quantization methods are explored and experimented with. The goal is to arrive at a visual aesthetic that not only delights the eye but also evokes the nostalgic charm of traditional hand-drawn animations.As these two essential components of the project, edge detection and color quantization, converge, a transformative metamorphosis takes place. The result is an image that transcends the realm of ordinary photography, metamorphosing into a captivating and artistic cartoon. The marriage of cutting-edge deep learning technology with the versatile capabilities of OpenCV empowers creators and artists to infuse their photographs with a distinct, timeless, and visually appealing cartoon-like quality. This endeavor, at its core, is a testament to the ever-evolving intersection of technology and art, offering a creative avenue that invites exploration and experimentation, leading to the emergence of unique and engaging visual experiences.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Filjo T R, Ashimna Shamsudeen, Vaishnav V Bhatt, Jithin Davis , Nandakrishna K.M , Rohit Shaji, Ajith P J, and Bindu Anto. "CARTOONIFYING IMAGES USING DEEP LEARNING AND OPENCV IN PYTHON" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 5 2023 Page 546-550
MLA Filjo T R, Ashimna Shamsudeen, Vaishnav V Bhatt, Jithin Davis , Nandakrishna K.M , Rohit Shaji, Ajith P J, and Bindu Anto. "CARTOONIFYING IMAGES USING DEEP LEARNING AND OPENCV IN PYTHON." International Journal Of Advance Research And Innovative Ideas In Education 9.5(2023) : 546-550.
APA Filjo T R, Ashimna Shamsudeen, Vaishnav V Bhatt, Jithin Davis , Nandakrishna K.M , Rohit Shaji, Ajith P J, & Bindu Anto. (2023). CARTOONIFYING IMAGES USING DEEP LEARNING AND OPENCV IN PYTHON. International Journal Of Advance Research And Innovative Ideas In Education, 9(5), 546-550.
Chicago Filjo T R, Ashimna Shamsudeen, Vaishnav V Bhatt, Jithin Davis , Nandakrishna K.M , Rohit Shaji, Ajith P J, and Bindu Anto. "CARTOONIFYING IMAGES USING DEEP LEARNING AND OPENCV IN PYTHON." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 5 (2023) : 546-550.
Oxford Filjo T R, Ashimna Shamsudeen, Vaishnav V Bhatt, Jithin Davis , Nandakrishna K.M , Rohit Shaji, Ajith P J, and Bindu Anto. 'CARTOONIFYING IMAGES USING DEEP LEARNING AND OPENCV IN PYTHON', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 5, 2023, p. 546-550. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/CARTOONIFYING_IMAGES_USING_DEEP_LEARNING_AND_OPENCV_IN_PYTHON_ijariie21636.pdf (Accessed : ).
Harvard Filjo T R, Ashimna Shamsudeen, Vaishnav V Bhatt, Jithin Davis , Nandakrishna K.M , Rohit Shaji, Ajith P J, and Bindu Anto. (2023) 'CARTOONIFYING IMAGES USING DEEP LEARNING AND OPENCV IN PYTHON', International Journal Of Advance Research And Innovative Ideas In Education, 9(5), pp. 546-550IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/CARTOONIFYING_IMAGES_USING_DEEP_LEARNING_AND_OPENCV_IN_PYTHON_ijariie21636.pdf (Accessed : )
IEEE Filjo T R, Ashimna Shamsudeen, Vaishnav V Bhatt, Jithin Davis , Nandakrishna K.M , Rohit Shaji, Ajith P J, and Bindu Anto, "CARTOONIFYING IMAGES USING DEEP LEARNING AND OPENCV IN PYTHON," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 5, pp. 546-550, Sep-Oct 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/CARTOONIFYING_IMAGES_USING_DEEP_LEARNING_AND_OPENCV_IN_PYTHON_ijariie21636.pdf [Accessed : ].
Turabian Filjo T R, Ashimna Shamsudeen, Vaishnav V Bhatt, Jithin Davis , Nandakrishna K.M , Rohit Shaji, Ajith P J, and Bindu Anto. "CARTOONIFYING IMAGES USING DEEP LEARNING AND OPENCV IN PYTHON." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 5 ().
Vancouver Filjo T R, Ashimna Shamsudeen, Vaishnav V Bhatt, Jithin Davis , Nandakrishna K.M , Rohit Shaji, Ajith P J, and Bindu Anto. CARTOONIFYING IMAGES USING DEEP LEARNING AND OPENCV IN PYTHON. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(5) : 546-550. Available from: https://ijariie.com/AdminUploadPdf/CARTOONIFYING_IMAGES_USING_DEEP_LEARNING_AND_OPENCV_IN_PYTHON_ijariie21636.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
The Prometheus Dilemma: Navigating the Ethical Labyrinth of Generative Artificial IntelligenceGenerative AIMrs. Shruti Pant Download
CHATBOT BASED HELPDESK FOR GOVERNMENT EMPLOYEES AND DEPARTMENTSComputer ScienceMr. Praveen Pawaskar Download
Intelligent System for Automatic Sports Highlight GenerationEngineering and TechnologyDevendra Bodkhe Download
Emotion-Aware Personalized Music StreamingEngineering and TechnologyUjjwal Pathak Download
VOTERS FRAUD DETECTION SYSTEMArtificial Intelligence and Machine Learning EngineeringPRATHIKSHA R Download
Campus 360 – Smarter Student ERPcomputer engineeringJignesh Patel Download
AI-Driven Electronic Health Record System for Smart Diagnosis and CareArtificial Intelligence and Data ScienceJIGNESH PATEL Download
MULTI-LAYER PRIVACY PROTECTION FOR FEDERATED LEARNING IN HEALTHCAREARTIFICIAL INTELLIGENCE AND DATA SCIENCEJIGNESH PATEL Download
CivicConnect AI: An Intelligent Full-Stack Platform for AI-Based Civic Issue ManagementComputer EngineeringMr. Chirag TS Gowda Download
Online Recruitment Detection And Prevention TechniquesArtificial inteligence and machine learning engineering Pratiksha Ashtekar Download
Driver Drowsiness Detection using Deep LearningMaster of Computer ApplicationThejas Gowda R V Download
Navigating Academic Integrity in the Age of Artificial Intelligence: Experiences of Teachers on Assessing Student OutputsEnglish Language TeachingKaren Joy G. Beldia Download
QUANTIFICATION OF WATER EROSION USING THE RUSLE MODEL: Case of a zone in the Ankazobe district, Analamanga Region, MADAGASCARPhD in geomatics and soil scienceAnjatiana RAKOTOARIMALALA Download
Breath Based Bio- Signal Analyser for Disease DetectionArtificial Intelligence and ElectricalsDharshini K Download
TEACHING WITH AI: LIVED EXPERIENCES, RESPONSIBILITIES, AND CHALLENGES OF TECH-TECHERSEducationJaneth M. Wariza Download
12