Aayush Soni's Projects
Devanagri Characters Handwritten Recognition using Keras, Tensorflow as backend, Flask for serving api and JQuery as frontend. Deployed via PaaS(Heroku)
challenge solutions
Exploratory Data Analysis of Gmail Mailbox with pandas, numpy, matplotlib, seaborn
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.
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.
Sequencing of DNA strings using Naive Bayes Classifier
misc and research files
Config files for my GitHub profile.