Creating a great machine learning system is an art.There are a lot of things to consider while building a great machine learning system. But often it happens that we as data scientists only worry about certain parts of the project.But do we ever think about how we will deploy our models once we have them?I have seen a lot of ML projects, and a lot of them are doomed … [Read more...] about Take Your Machine Learning Models To Production With These 5 Simple Steps
Demystifying Object Detection And Instance Segmentation For Data Scientists
I like deep learning a lot but Object Detection is something that doesn’t come easily to me.And Object detection is important and does have its uses. Most common of them being self-driving cars, medical imaging and face detection.It is definitely a hard problem to solve. And with so many moving parts and new concepts introduced over the long history of this problem, it … [Read more...] about Demystifying Object Detection And Instance Segmentation For Data Scientists