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Akash Anand's Projects

cnn-transfer-learning icon cnn-transfer-learning

Using the pre-trained VGG16 model from keras and using the representations learnt to extract features from a new set of samples.

covid-vaccination-dashboard icon covid-vaccination-dashboard

An analytic dashboard for the world covid vaccination data collected from the ourworldindata.com database. The data is then hosted in a PostgreSQL database and used in Tableau to design the dashboard.

glvq-in-numpy icon glvq-in-numpy

An implementation for GLVQ using Numpy. Scalable code with the ability to be expanded in the future.

gmlvq-gan-in-pytorch icon gmlvq-gan-in-pytorch

A GAN model with a prototype based layer in the discriminator, trained with MNIST dataset

protoflow icon protoflow

ProtoFlow is a TensorFlow-based Python toolbox for bleeding-edge research in prototype-based machine learning algorithms.

sea-world-simulation-cpp icon sea-world-simulation-cpp

A software world simulation for life at sea without a visualisation developed as a skill demonstration for working with C++ and OOP

visualize-cnn-filters icon visualize-cnn-filters

Trying to visualize filters/feature maps learnt by a CNN. (keras' VGG16 network is used as a sample here)

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