2 publications
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Published Subscription
Semantic Segmentation for Object Detection in Videos using Mask RCNNBy Dharman J.
Abstract: The segmentation of object instances is an essential step in real-time video detection. Object detection is the problem of detecting the information of all types of items in an image by designating their location with a rectangular box. Using its remarkable feature-learning capabilities, deep learning promotes object detection research. Numerous researchers have utilised various machine learning algorithms for object detection and have focused on enhancing the accuracy of feature extraction. …
Published in International Journal of Digital Communication and Analog Signals · Vol. 8, Issue 2, 2022 · pp. 7–15 Read article →
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Published Subscription
Edge Resource Allocation for Different IoT based Smart Devices in Real-Time Applications ProcessingBy Dharman J.
Abstract: Empowered by figuring resources at the network edge, data recognized from IoT contraptions can be taken care of and set aside in their nearby cloudlets to decrease the traffic load in the middle network, while various IoT applications can be run in cloudlets to reduce the response time between IoT clients (e.g., client gear in versatile networks) and cloudlets. Considering the spatial and transient components of each and every application's …
Published in International Journal of Telecommunications & Emerging Technologies · Vol. 8, Issue 2, 2022 · pp. 12–20 Read article →