Ajay Kumar's Projects
An automated web text to speech converting chrome extension
A repository of different Algorithms and Data Structures implemented in many programming languages.
Automatically caption an image based on the subject of the image using a Gated Recurrent Unit - RNN combined with a CNN encoder and an Attention analyzer
A collection of sample apps built with Codemagic CI/CD. Please see the codemagic.yaml file for a sample workflow configuration.
A deep learning approach to fight COVID virus. This model uses CNN with transfer learning to detect if a person is infected with COVID by looking at the lung X-Ray and further it segments the infected region of lungs producing a mask using U-Net
A Dog breed classifier trained using transfer learning on a pre-trained inception model.
A flutter app to manage the timetable of students of JIIT.
Epoch's upgraded version with flutterweb portal too. Better and efficient backend python script to parse the timetable excel sheet.
React frontend for rice leaf disease detection and localization platform using deep learning
$ git remote <graduation> yearbook
Simple flask ML app to classify iris flowers.
An API to parse attendance from JIIT webkiosk. This API can be used cross platform for the development of UIs for students to visualize their attendances.
A more efficient python script to parse timetable details.
Highly customizable custom scrollbar jQuery plugin, featuring vertical/horizontal scrollbars, scrolling momentum, mouse-wheel, keyboard and touch support etc.
A simple Maze Solver using openCV.
An implementation of Capsule Network in Tensorflow 2.0 Keras and tested on MNIST dataset.
An API as part of Zomentum's campus hiring assignment.
A tensorflow application of CNN based music genre classifier which classifies an audio clip based on it's Mel Spectrogram and a RestAPI for inference using tensorflow serving
A generative network which generates random paintings using a DC-GAN (Deep Convolutional Generative Adversarial Network)
A Deep Learning approach to classify lung X-rays to normal or Pneumonia affected lungs.
Jupyter Notebooks and datasets for our Python data cleaning tutorial
Template for quickly creating a new Python project and publishing it to PyPI.
A simple snake game written in Rust Lang
Segmenting sky regions in an image using U-Net