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jananisbabu's Projects

breast-cancer-api icon breast-cancer-api

Breast Cancer API facilitates interations with breast cancer patient data. The registry has information about basic patient demographic information, prognostic and clinical data. One use case of this is API can be in hospitals and research institutes to maintain a cancer registry.

deep-flower-classifier-resnet50-pytorch icon deep-flower-classifier-resnet50-pytorch

This repository contains the code for building an image classifier that can identify different species of flowers. This was build on pytorch deep learning framework and using python. This project was completed as part of AI Programming with Python Nanodegree program (Udacity).

deep-learning-with-pytorch-torchvision icon deep-learning-with-pytorch-torchvision

This repository contains self-practiced excercises for Udacity's Deep Learning with PyTorch lesson. (AI Programming with Python Nanodegree program). Topics: Fundamentals of pytorch deep learning, MNIST, Fashion MNIST classification, training / prediction using pytorch, transfer learning, working with GPU, saving / loading modules

docker-gsd icon docker-gsd

nigel poulton - getting started with docker course

dogbreeds-classifier-pytorch icon dogbreeds-classifier-pytorch

This repository contains coding files that will help us determine which CNN model architecture performs best at classifying a dog and its various breeds. This project was completed as part of AI Programming with Python Nanodegree program (Udacity).

python icon python

All Algorithms implemented in Python

python-libraries-numpy-pandas-matplotlib icon python-libraries-numpy-pandas-matplotlib

This repository contains lessons and practice snippets for python-libraries including numpy, pandas, matplotlib and seaborn. This lesson is part of "AI Programming with Python Nano Degree" - Udacity

resnet50_from_scratch_tensorflow icon resnet50_from_scratch_tensorflow

This repository implements the basic building blocks of Deep Residual networks which is trained on SIGNS dataset to detect numbers on hand images

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