Call for Papers:Vol.11 Issue.3

Submission
Last date		 28-Jun-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-3. 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: :  Deep Convolutional Neural Networks for Real Time Object Recognition
PaperId: :  11014
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 6 2019
DUI:    16.0415/IJARIIE-11014
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Jaiswal ShrutiSilver Oak College of Engineering & Technology
keyur shahSilver Oak College of Engineering & Technology

Abstract

Machine learning
Object detection, YOLO, Convolution neural networks, deep learning, non-GPU, Camera.
This paper focuses on Object recognition using YOLO, a real-time object detection model developed to run on portable devices such as a laptop or web camera. The model was first trained on the dataset then on the COCO dataset, when we look at the old .5 IOU mAP detection metric YOLOv3 is quite good. This paper presents a new Object detection method based on transfer learning and sample enhancement under the framework of YOLO network. This method takes full advantages of the real-time feature of YOLO, as well as the enhancement of the generalization ability brought by transfer learning and sample enhancements.

Citations

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

IJARIIE Jaiswal Shruti, and keyur shah. "Deep Convolutional Neural Networks for Real Time Object Recognition" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 6 2019 Page 412-417
MLA Jaiswal Shruti, and keyur shah. "Deep Convolutional Neural Networks for Real Time Object Recognition." International Journal Of Advance Research And Innovative Ideas In Education 5.6(2019) : 412-417.
APA Jaiswal Shruti, & keyur shah. (2019). Deep Convolutional Neural Networks for Real Time Object Recognition. International Journal Of Advance Research And Innovative Ideas In Education, 5(6), 412-417.
Chicago Jaiswal Shruti, and keyur shah. "Deep Convolutional Neural Networks for Real Time Object Recognition." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 6 (2019) : 412-417.
Oxford Jaiswal Shruti, and keyur shah. 'Deep Convolutional Neural Networks for Real Time Object Recognition', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 6, 2019, p. 412-417. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Deep_Convolutional_Neural_Networks_for_Real_Time__Object_Recognition_ijariie11014.pdf (Accessed : 12 December 2019).
Harvard Jaiswal Shruti, and keyur shah. (2019) 'Deep Convolutional Neural Networks for Real Time Object Recognition', International Journal Of Advance Research And Innovative Ideas In Education, 5(6), pp. 412-417IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Deep_Convolutional_Neural_Networks_for_Real_Time__Object_Recognition_ijariie11014.pdf (Accessed : 12 December 2019)
IEEE Jaiswal Shruti, and keyur shah, "Deep Convolutional Neural Networks for Real Time Object Recognition," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 6, pp. 412-417, Nov-Dec 2019. [Online]. Available: https://ijariie.com/AdminUploadPdf/Deep_Convolutional_Neural_Networks_for_Real_Time__Object_Recognition_ijariie11014.pdf [Accessed : 12 December 2019].
Turabian Jaiswal Shruti, and keyur shah. "Deep Convolutional Neural Networks for Real Time Object Recognition." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 6 (12 December 2019).
Vancouver Jaiswal Shruti, and keyur shah. Deep Convolutional Neural Networks for Real Time Object Recognition. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : 12 December 2019]; 5(6) : 412-417. Available from: https://ijariie.com/AdminUploadPdf/Deep_Convolutional_Neural_Networks_for_Real_Time__Object_Recognition_ijariie11014.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 12/12/2019 1:05:57 AM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
NEXT-GENERATION FIREWALLS: ADVANCING NETWORK SECURITY TO COMBAT EVOLVING AND SOPHISTICATED CYBER THREATSSecurity Network EngineerVenkata Surya Teja Gollapalli Download
Swarm Intelligence-Driven Adaptive Scheduling with Fuzzy Logic-Based Real-Time Optimization for Smart HospitalsComputer ScienceVisrutatma Rao Vallu Download
Enhancing E-Commerce Transaction Security with Big Data Analytics in Cloud ComputingCloud ComputingRajani Priya Nippatla Download
AI-Assisted Fabrication of Functionalized Nanoparticles for Infectious Disease Treatmentmachine learningNandan Kumar Download
Deep Neural Networks for Enhancing Nanoparticle Drug Release Kineticsmachine learningPavan Gowda Download
Multiscale Modelling of Nano-Drug Interactions Using Artificial Intelligencemachine learningSandhya. S Download
AI-Powered Control Systems for Nanobots in Microbial Infection Zonesmachine learningPavan T.K Download
AI-Driven Discovery of Nanostructures That Disrupt Antibiotic-Resistant Biofilmsmachine learningManohar Jain Download
AI-Enhanced Biosensors for Real-Time Detection of Pathogens Using Nanomaterialsmachine learningFaisal Ahmed Download
Integrating Deep Learning with Nanotechnology for Virus Detectionmachine learningAkash Kumar Download
Predictive Modelling of Nanoparticle Interactions with the Human Microbiomemachine learningDr. Altaf Hussain Download
AI-Driven Optimization of Nanoparticle-Based Gene Delivery SystemsArtificial Intelligence (AI)Akshay Gowda Download
Crowd Density Prediction using Deep LearningComputer Science and EngineeringAbdul Jabbar Shaikh Download
HOMIGO – A FULL-STACK APPLICATIONComputer EngineeringProf. Somashekhar B M Download
Soldier Health Monitoring & Surveillance Robot using War field using IOTComputer EngineeringProf. Seema firdose Download
12