Jul 10, 2021Google Summer of Code 2021 | End of Phase-1 | Hydra EcosystemPhase one of GSoC’ 21 is finally coming to an end. It’s time to wrap-up things for phase-1 and also first evaluation window will open from July 12. …Gsoc4 min read
Jun 27, 2021GSoC 2021 | Week 1–2 — Coding Period @ Hydra EcosystemThe coding period for Google Summer of 2021 has started and it’s been two weeks. So here’s my blog about the experience, work done and challenges faced so far. The first issue I was assigned to was about handling deletion of multiple members from a hydra:Collection and finding a conventional…Open Source3 min read
Jun 9, 2021Google Summer of Code 2021 — Community Bonding Period @ Hydra EcosystemFinally GSoC’21 community bonding period is over and now we’ll be moving to the coding phase. It was an amazing journey for me. I made some contributions to the projects and learned a lot of things from my mentors. …Open Source3 min read
Published in Level Up Coding·Apr 4, 2021Using Signals in Django framework. How do they work ?This is the first piece from my upcoming series of advance Django included with Test-driven development. [ Upcoming — FastAPI ] The Django Signals can be used to get notified when certain events occur. They can also be used for database logging. Let’s say you want to perform some logic…Django3 min read
Published in Level Up Coding·Aug 25, 2020Building U-Net architecture for biomedical image segmentation.The U-Net architecture is built using the Fully Convolutional Network and designed in a way that it gives better segmentation results in medical imaging. It was first designed by Olaf Ronneberger, Philipp Fischer, and Thomas Brox in 2015 to process biomedical images [https://arxiv.org/pdf/1505.04597.pdf]. …Deep Learning5 min read
Published in Level Up Coding·Jun 29, 2020Natural Language Processing and Sentiment Analysis using Tensorflow.Natural Language Processing or NLP is a field of Artificial Intelligence and Deep Learning that gives the machines the ability to read, understand, and derive meaning from human languages and focuses on the interaction between data science and human language. This attempt is a sneak peek and primarily focuses on…Deep Learning5 min read