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Ashlesha Kumar's Projects

ashlesha-kumar icon ashlesha-kumar

A beautiful, simple, clean, and responsive Jekyll theme for academics

asyrp_official icon asyrp_official

official repo for Asyrp : Diffusion Models already have a Semantic Latent Space (ICLR2023)

compiler icon compiler

A model compiler for Programming Languages and Compiler Construction course (CS C362) in BITS, Pilani

covid-19-real-time-face-mask-detector icon 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

datasets icon datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

defect-recognition-using-fusion-techniques icon 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

diabetic-retinopathy-risk-prediction icon 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.

face-mask-detection icon face-mask-detection

Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras

fastonlinetracking_python icon 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

lstm_neuralnetwork icon lstm_neuralnetwork

LSTM Framework for predicting time-series with a module for predicting future observations

memory-matrix icon memory-matrix

Rough game memory game implementation on Vue created for Tanaw.ph

portfolio icon portfolio

Repository for my personal portfolio website! Do check out!

software_portal icon 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.

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