Ever wondered how computers can analyze images, identifying and localizing objects within them? That’s exactly what object detection accomplishes in the world of computer vision. DEtection TRansformer (DETR) and You Only Look Once (YOLO) are the two prominent approaches for object detection. YOLO has earned its reputation as the go-to…

Machine learning workflow is an iterative process, and machine learning’s complete lifecycle involves a lot of experimentation. If this process is not implemented systematically, months of work can be lost, making it significantly hard to collaborate between data scientists. As described in Hidden Technical Debt in Machine Learning Systems, ML…

Have you ever wondered what happens when you ask a question on Google and immediately get an answer? For example, if we ask who is the president of the united states on a google search, we get the following response: It shows that Google initially searched and ranked 1.6 billion…