Discipline monitoring bot using machine learning
Mohanram K
, Moulidharan M , Prasanth V , Praveen V , Sudharsanan R
The tensorflow is used for training the data set more the 1000 times and mobilenet v2 algorithm is used as training model
Our project is used to monitor and detect the discipline level
of student while enter the college by use of trained data of
dress code and beard detection generated from the machine
learning python code and library. The tensorflow is used for
training the data set more the 1000 times and mobilenet v2
algorithm is used as training model .it the branch of
cnn(convolutional neural network).by the above step a
trained model obtained and covered to a mobile app by using
android studio platform .For the front end of app java
programming language is used and a trained is uploaded to
the code. This mobile app is coverted to movable bot for a
comfort detection. In college entrance settings, adherence to
dress code policies is often required during interviews or
campus visits. To ensure compliance, a system that can
automatically detect improper dress code and provide a sound
indication can be useful. In recent years, machine learning
techniques have shown great promise in solving complex
problems like this. In this paper, we present a novel approach
to detecting improper dress code using the MobileNetV2
algorithm, which is a lightweight and efficient neural
"Discipline monitoring bot using machine learning", TIJER - TIJER - INTERNATIONAL RESEARCH JOURNAL (www.TIJER.org), ISSN:2349-9249, Vol.11, Issue 2, page no.899-904, February-2024, Available :https://tijer.org/TIJER/papers/TIJERB001142.pdf
Volume 11
Issue 2,
February-2024
Pages : 899-904
Paper Reg. ID: TIJER_151120
Published Paper Id: TIJERB001142
Downloads: 000311
Research Area: Science and Technology
Country: THIRUVALLUR, TAMILNADU, India
ISSN: 2349-9249 | IMPACT FACTOR: 8.57 Calculated By Google Scholar | ESTD YEAR: 2014
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.57 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Publisher: TIJER (IJ Publication) Janvi Wave
