Demystifying Probability Distributions(Part - 2)Continuing from where we left off in the previous part of the statistics series, let's talk about the remaining probability distributions, starting with the binomial distribution. Binomial Distribution Bernoulli Trial Bernoulli trial is a random expe...Oct 18, 2021 · 8 min readgradientascent.tech
Demystifying Probability Distributions(Part - 1)In the first two parts of this series, we covered the fundamental concepts of statistics namely measures of central tendency and measures of dispersions, and the basics of probability. Check them out if you haven't already: Basics Of Statistics & Wh...Oct 14, 2021 · 8 min readgradientascent.tech
Ultimate Guide To Image Transformations In OpenCVIf you come from a statistical or data science background you must be familiar with the importance of data cleaning and feature engineering. Well, what's the computer vision equivalent of the two? Image transformations. From removing noise and fixing...1Sep 15, 2021 · 13 min readgradientascent.tech
YOLOR vs YOLOX: Battle Of The Object Detection ProdigiesObject detection is one of the fundamental computer vision tasks. Although often confused with image recognition, object detection goes beyond mere classification. Simply put, object detection techniques mark the region of the image that contains the...Sep 14, 2021 · 5 min readgradientascent.tech
Probability: What Exactly Does It Tell Us?In the first article of the series, we discussed the fundamentals of statistics, and how statistical analysis is used to find patterns and make predictions. Well, the statistical inferences are based on probability. So understanding probability and i...1DSep 12, 2021 · 6 min readgradientascent.tech
