Ashlesha Kumar's repositories
Genetic-Algorithm-Based-Ensemble-for-Driver-Distraction-Recognition
Ensemble of Convolutional Neural Networks weighted using a genetic algorithm technique to detect people distracted due to several factors in the environment such as mobile phone use, conversation with passengers, etc.
COVID-19-Real-Time-Face-Mask-Detector
Real-Time Facial Mask Detection System using Computer Vision and Deep Learning. The current system uses the EfficientNet B0 baseline framework to detect whether the subject in question is wearing the face mask required for COVID-19 protection or not with an inference speed of ~117fps
Diabetic-Retinopathy-Risk-Prediction
The current project aims to deliver a probabilistic score based on the genetic information entered by the patient pertaining to selected genes. It uses a prediction algorithm making use of two separate weighting schemes, giving a normalised score at the end.
ashlesha-kumar
A beautiful, simple, clean, and responsive Jekyll theme for academics
Ashlesha_Personal
Repository to house code for my website.
Asyrp_official
official repo for Asyrp : Diffusion Models already have a Semantic Latent Space (ICLR2023)
compiler
A model compiler for Programming Languages and Compiler Construction course (CS C362) in BITS, Pilani
FastOnlineTracking_Python
Implementation of a tracking-by-detection framework based on the use of MOSSE (Minimum Output Sum of Squared Error) filter and ATH strategy
Data-Structures-and-Algorithms-LAB-Solutions
This repository contains the solutions to the labsheets and the labtests of the course Data Strucures and Algorithms in BITS Pilani. All the codes are written in C.
datasets
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
Defect-Recognition-Using-Fusion-Techniques
This project attempts to automatically extract the defect information in modern manufacturing parts making use of a three-level Gaussian pyramid to generate multi-level information of the defect, in order to ensure more information is available for model training
Face-Mask-Detection
Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
fastonlinetrack
Fast-online-tracking-with-detection-refinement
fastonlinetrack_python
Python Converted Version of the repository originally published in Matlab
kaggle-sartorius-cell-instance-segmentation-solution
Solution of Kaggle competition: Sartorius - Cell Instance Segmentation
loan-default-prediction
Lending Club Data Loan Default Prediction
LSTM_NeuralNetwork
LSTM Framework for predicting time-series with a module for predicting future observations
memory-matrix
Rough game memory game implementation on Vue created for Tanaw.ph
Portfolio
Repository for my personal portfolio website! Do check out!
PyTorch-Model-Compare
Compare neural networks by their feature similarity
Software_Portal
This is a baseline framework for designing software portal dashboards such as those used in ERP systems, Software Mirrors, or websites providing separate personal profiles for users keeping track of certain statistics.
vilbert-multi-task
Multi Task Vision and Language