Open Access Journal

ISSN : 2394-2320 (Online)

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Computer Science and Engineering

Open Access Journal

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Computer Science and Engineering

ISSN : 2394-2320 (Online)

Deep Learning Approach in Object Detection and Semantic Segmentation for Scene Understanding

Author : Pichika Ravikiran 1 Midhun Chakkaravarthy 2

Date of Publication :29th September 2023

Abstract: The advent of digital technology in social networking and intelligent traffic analysis has resulted in a significant increase in the number of related images being produced on a daily basis. There is a growing need for intelligent tools to assist professionals from various fields in their analyses. Convolutional neural networks (CNN) and other related deep learning algorithms have undergone significant developments in recent years and are critical in performing classification, object detection, and semantic segmentation. This research paper focuses on the use of deep learning technique for object detection and semantic segmentation, specifically for scene understanding analysis. It will also employ precise methods for accurately segmenting images for improved scene understanding.

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