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In Python, argparse is the default module for parsing arguments from command line. The optional arguments in argparse can either be short options (single letter) such as -s or long options such as --output_folder which are usually defined with words. [Read More]

I recently watched a video of Satya Mallick in which he talks about common problems and mistakes of object detection datasets and how to tackle them. In the video, he particularly focused on object detection task but I think many of his remarks are applicable to other computer vision tasks... [Read More]

In this post, I would like to give a brief introduction to Git Large File Storage (LFS). Git LFS can be very handy for keeping track of large files and/or datasets for your Machine Learning tasks. [Read More]

In this post, I would like to share some takeaways I had while I was studying the Lecture 2 of CS329S course . The topic of this lecture is to review the ML and Data Systems fundementals. [Read More]

Recently, I have been following the ML Systems design course from Stanford University. I highly recommend following the course if you are interested in working with production level ML systems. A big thanks to instructor Chip Huyen for preparing this course. [Read More]