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kushagra343's Projects

bookmark icon bookmark

simple bookmark managing app written in flask

conference icon conference

Python Local Conference, hosted by Python Delhi User Group (Pydelhi).

isbi-challenge-segmentation-of-neuronal-structures-in-em-stacks icon isbi-challenge-segmentation-of-neuronal-structures-in-em-stacks

In this challenge, a full stack of EM slices will be used to train machine learning algorithms for the purpose of automatic segmentation of neural structures. The images are representative of actual images in the real-world, containing some noise and small image alignment errors. None of these problems led to any difficulties in the manual labeling of each element in the image stack by an expert human neuroanatomist. The aim of the challenge is to compare and rank the different competing methods based on their pixel and object classification accuracy.

pydelhi-infra icon pydelhi-infra

Configuration of all the servers and applications hosted under pydelhi.org

pytorch-ssd icon pytorch-ssd

All code was taken from Max deGroot's & Ellis Brown's ssd.pytorch repository except the object_detection.py file. However, some modifications were done in order to make this project run on Windows 10 and Python 3.6 with PyTorch 0.4.1

rsna-pneumonia-detection-challenge icon rsna-pneumonia-detection-challenge

In this competition, you’re challenged to build an algorithm to detect a visual signal for pneumonia in medical images. Specifically, your algorithm needs to automatically locate lung opacities on chest radiographs.

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