JOURNAL ARTICLE

Real Time Object Detection with Deep Learning and OpenCV

IJSREM Journal

Year: 2022 Journal:   INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT Vol: 06 (06)

Abstract

Real time object detection is an immense, vibrant and complex area of computer vision. Assuming there is a single object to be distinguished in an image, it is known as Image Localization and in the event that there are various objects in an image, then, at that point, it is Object Detection. Mobile networks and binary neural networks are the most generally involved techniques for current deep learning models to perform different tasks on embedded systems. In this project, we develop a method to distinguish an item thinking about the deep learning pre- prepared model MobileNet for Single Shot Multi-Box Detector (SSD). Keywords: object detection, Neural Network,Deep Learning,Embedded System, Computer Vision.

Keywords:
Artificial intelligence Object detection Computer science Deep learning Computer vision Object (grammar) Artificial neural network Viola–Jones object detection framework Image (mathematics) Point (geometry) Single shot Cognitive neuroscience of visual object recognition Detector Pattern recognition (psychology) Face detection Mathematics

Metrics

4
Cited By
0.32
FWCI (Field Weighted Citation Impact)
10
Refs
0.52
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

IoT-based Smart Home Systems
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Industrial Vision Systems and Defect Detection
Physical Sciences →  Engineering →  Industrial and Manufacturing Engineering

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