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: :  Flower Image Detection
PaperId: :  16409
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 2 2022
DUI:    16.0415/IJARIIE-16409
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Vishwajeet Kumar SinghInstitute of Technology and Management
Tanmay SinghInstitute of Technology and Management
Deepak Kumar TiwaryInstitute of Technology and Management
Archana Institute of Technology and Management

Abstract

Information Technology
Machine Learning ,Python, Numpy, CNN, Tensorflow.
Image processing is an important part of removing features from photos. However, image processing and image interpreting process in the distribution of low-level statistical statistics is a challenging task. These processes are complex as the captured image contains a lot of noise, and the target objects are touched by light, light. In the case of flower classification, photo editing or pre-processing is an important part of the automatic flower photo recognition system. The classification of a flower image depends on low-level elements, for example, colour and texture, in order to define and define the content of the image. In this project, a Convolution Neural Network (CNN)-based approach was proposed in which the pre-trained VGG-16 model was used to extract features from flower images and before the model was trained, further analysis was performed to remove the noise. , improve brightness and improve image quality using the Digital Image Processing (DIP) algorithm. The model is trained with about 2000 images in three classes, and the classification is done by FC, SVM, Naive Bayes classifier and DT; high accuracy achieved with FC layer and SVM 91.56% and 91.36%.

Citations

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

IJARIIE Vishwajeet Kumar Singh, Tanmay Singh, Deepak Kumar Tiwary, and Archana . "Flower Image Detection" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 2 2022 Page 1565-1568
MLA Vishwajeet Kumar Singh, Tanmay Singh, Deepak Kumar Tiwary, and Archana . "Flower Image Detection." International Journal Of Advance Research And Innovative Ideas In Education 8.2(2022) : 1565-1568.
APA Vishwajeet Kumar Singh, Tanmay Singh, Deepak Kumar Tiwary, & Archana . (2022). Flower Image Detection. International Journal Of Advance Research And Innovative Ideas In Education, 8(2), 1565-1568.
Chicago Vishwajeet Kumar Singh, Tanmay Singh, Deepak Kumar Tiwary, and Archana . "Flower Image Detection." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 2 (2022) : 1565-1568.
Oxford Vishwajeet Kumar Singh, Tanmay Singh, Deepak Kumar Tiwary, and Archana . 'Flower Image Detection', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 2, 2022, p. 1565-1568. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Flower_Image_Detection_ijariie16409.pdf (Accessed : ).
Harvard Vishwajeet Kumar Singh, Tanmay Singh, Deepak Kumar Tiwary, and Archana . (2022) 'Flower Image Detection', International Journal Of Advance Research And Innovative Ideas In Education, 8(2), pp. 1565-1568IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Flower_Image_Detection_ijariie16409.pdf (Accessed : )
IEEE Vishwajeet Kumar Singh, Tanmay Singh, Deepak Kumar Tiwary, and Archana , "Flower Image Detection," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 2, pp. 1565-1568, Mar-App 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Flower_Image_Detection_ijariie16409.pdf [Accessed : ].
Turabian Vishwajeet Kumar Singh, Tanmay Singh, Deepak Kumar Tiwary, and Archana . "Flower Image Detection." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 2 ().
Vancouver Vishwajeet Kumar Singh, Tanmay Singh, Deepak Kumar Tiwary, and Archana . Flower Image Detection. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : ]; 8(2) : 1565-1568. Available from: https://ijariie.com/AdminUploadPdf/Flower_Image_Detection_ijariie16409.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Comprehensive Framework for Real-Time Hand Gesture Recognition on Mobile Platforms using Machine Learning, TensorFlow Lite, Keras, MediaPipe, OpenCV and NumPyInformation Technology / Computer Engineering / Machine LearningRoshani Rajesh khobragade Download
EDUNEXUS – A Student Development ApplicationInformation TechnologyNamrata Kanhole Download
Review on Festagram: An Event Management System for CollegesInformation science and engineeringAdarsh Download
Deep Learning Based 3D Object Detection and Pose EstimationComputer EngineeringPayal Behune Download
AI-Based Dynamic Route Generation and Optimization Using Real-Time Traffic and Road ParametersInformation Technology EngineeringAniket Ubale Download
SMART EXPIRY DATE TRACKER WITH FOOD RECOMMENDATIONSInformation Science and EngineeringMr Pradeep Nayak Download
A REVIEW ON ABSTRACTIVE MEETING SUMMARIZATION: TOWARDS SMARTER MEETING ASSISTANTSInformation Science and EngineeringKratika Sudarshan Halankar Download
A Review on Smart Appointment Scheduling Systems for Modern Hospital ManagementInformation Science and EngineeringDivya S Nayak Download
A Comprehensive Review of AI-Powered Resume Screening and Analysis SystemsInformation Science and EngineeringMr NAGESH U B Download
Stock Data Prediction and Visualization using Advanced Learning and Dash FrameworkInformation on Science and EngineeringMr Mounesh Download
BLOOD BANK AND DONOR MANAGEMENT SYSTEMInformation Science and Engineering Mr. Mounesh A Download
Fake products Detection using Block chain TechnologyBlock ChainAmbarish Vijayakumar Nimbaragi Download
smart agriculture system using artificial Intelligence and IOTInternet of ThingsAkshath AD Download
Exploring the Factors that Contribute to the Success of Startups in the Digital Age in BangaloreComputer Science and Engineering / Entrepreneurship & InnovationChandru.M Download
Climate Change Impact Analysis Using Data Science TechniquesData Science EngneeringVamsi Devanaboyina Download
12