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Real-time Bangla License Plate Recognition System for Low Resource Video-based Applications
[article]
2021
arXiv
pre-print
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We used a haar-cascade classifier as a filter on top of our backbone MobileNet SSDv2 detection model. ...
We trained our models on the image dataset and achieved an AP(0.5) score of 86% and tested our pipeline on the video dataset and observed reasonable detection and recognition performance (82.7% detection ...
. • Stage 2: Secondly, we use an object detection module MobileNet SSDv2. ...
arXiv:2108.08339v3
fatcat:z22pwf4rxrcx5fu62drofohzzm
Deep-Learning-Incorporated Augmented Reality Application for Engineering Lab Training
2022
Applied Sciences
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A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2022; you can also visit the original URL.
The file type is application/pdf.
A deep neural network model, namely MobileNet-SSD v2, is implemented for equipment detection using TensorFlow's object detection API. ...
Deep learning (DL) algorithms have achieved significantly high performance in object detection tasks. ...
Object Detection Framework MobileNet-SSDv2 [26] architecture was used to build a deep neural network model to detect electrical lab equipment. ...
doi:10.3390/app12105159
fatcat:vj6vdsjvn5f4vm7lg35hq7pk7u
Object Detection using Deep Learning Approach
2022
International Journal for Research in Applied Science and Engineering Technology
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A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2022; you can also visit the original URL.
The file type is application/pdf.
In this research, we propose a method for identifying an object using the pretrained deep learning model MobileNet for Single Shot Multi-Box Detector (SSD). ...
object identification method called SSD, as well as the significance of a pre-trained deep learning model called MobileNet.To perform this challenge of detecting an item in an image or video, I used OpenCV ...
the detection performance of the proposed Mobilenet-SSDv2 detector. ...
doi:10.22214/ijraset.2022.44417
fatcat:5g2wpwbusnfj5pyqxqv5c2cnea