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  • šŸ‘‹ Hi, Iā€™m Aayush Soni
  • šŸ‘€ Iā€™m interested in Machine Learning and Deep Learning Topics
  • šŸŒ± Iā€™m currently learning Reinforcement Learning techniques
  • šŸ“« How to reach me ... [email protected]

Aayush Soni's Projects

cnn_devnagri icon cnn_devnagri

Devanagri Characters Handwritten Recognition using Keras, Tensorflow as backend, Flask for serving api and JQuery as frontend. Deployed via PaaS(Heroku)

eda_mailbox icon eda_mailbox

Exploratory Data Analysis of Gmail Mailbox with pandas, numpy, matplotlib, seaborn

eda_of_fuel_efficiency_data icon eda_of_fuel_efficiency_data

Exploratory data analysis of Fuel economy data of result of vehicle testing done at the Environmental Protection Agency's National Vehicle and Fuel Emissions Laboratory in Ann Arbor, Michigan, and by vehicle manufacturers with oversight by EPA.

face-mask-detector-using-mobilenetv2 icon face-mask-detector-using-mobilenetv2

This is a simple image classification project trained on the top of Keras/Tensorflow API with MobileNetV2 deep neural network architecture having weights considered as pre-trained 'imagenet' weights. The trained model (mask-detector-model.h5) takes the real-time video from webcam as an input and predicts if the face landmarks in Region of Interest (ROI) is 'Mask' or 'No Mask' with real-time on screen accuracy.

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