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Sidrah Madiha Siddiqui's Projects

djangopostgressrl icon djangopostgressrl

Tried my hands on Django rest framework and Postgres database in this rough and basic project.

pneumonia-detection-using-chest-x-rays icon pneumonia-detection-using-chest-x-rays

In this project, I will apply the skills that I have acquired for 2D medical imaging to analyze data from the NIH Chest X-ray Dataset and train a CNN to classify a given chest x-ray for the presence or absence of pneumonia. This project will culminate in a model that can predict the presence of pneumonia with human radiologist-level accuracy that can be prepared for submission to the FDA for 510(k) clearance as software as a medical device. As part of the submission preparation, I will formally describe my model, the data that it was trained on, and a validation plan that meets FDA criteria.

presc icon presc

Performance Robustness Evaluation for Statistical Classifiers

project-dog-breed-classifier-udacity icon project-dog-breed-classifier-udacity

This is the second project of Udacity's Deep Learning Nanodegree Program (Building a convolutional neural network with PyTorch to classify any image (even an image of a face) as a specific dog breed.)

project-face-generation-udacity icon project-face-generation-udacity

This is the fourth project of Udacity's Deep Learning Nanodegree Program (Using a DCGAN on the CelebA dataset to generate images of new and realistic human faces.)

project-tv-script-generation-udacity icon project-tv-script-generation-udacity

This is the fourth project of Deep Learning Nanodegree Program (Train a recurrent neural network to generate scripts in the style of dialogue from Seinfeld.)

stackoverflow_2019_insights icon stackoverflow_2019_insights

This project is data analysis for the Stack Overflow 2019 Survey dataset to analyse gender disparity from different aspects.

wger icon wger

Self hosted FLOSS fitness/workout, nutrition and weight tracker written with Django

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