FACEMASK INTELLIGENCE ALERT SYSTEM USING DEEP LEARNING

Face detection has grown in popularity as a challenge in image processing and computer vision.Convolutional architectures are being used in many new algorithms to make them as accurate as feasible.These convolutional designs have allowed even pixel information to be extracted.We want to create a binary face classifier that can detect any face in the frame, regardless of alignment.We show how to make accurate face segmentation masks from any input image of any size.For feature extraction, the approach starts with an RGB image of any size and employs Predefined Training Weights of VGG -16 Architecture.

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Publication Details

Journal
IJIREEICE
Published
2025-02-15
DOI
https://doi.org/10.17148/ijireeice.2025.13204
Primary Topic
Face recognition and analysis
Type
article
Field-Weighted Citation Impact
0.00
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article

FACEMASK INTELLIGENCE ALERT SYSTEM USING DEEP LEARNING

G. Shanthi
IJIREEICE
Face recognition and analysis
article

FACEMASK INTELLIGENCE ALERT SYSTEM USING DEEP LEARNING

G. Shanthi
article en

Abstract

Face detection has grown in popularity as a challenge in image processing and computer vision.Convolutional architectures are being used in many new algorithms to make them as accurate as feasible.These convolutional designs have allowed even pixel information to be extracted.We want to create a binary face classifier that can detect any face in the frame, regardless of alignment.We show how to make accurate face segmentation masks from any input image of any size.For feature extraction, the approach starts with an RGB image of any size and employs Predefined Training Weights of VGG -16 Architecture.

IJIREEICEVol. 13(2)
Vignana Jyothi Institute of Management (IN)
Climate action
Openalex Percentile: Top 98%
Face recognition and analysis
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