Computer Vision is one of the hottest domain especially at times like these when a pandemic is nudging us towards vision solutions in different industries . Traditional Computer vision was based mainly on the image processing algorithms while Deep learning based CV provides an end to end solution to vision…


Treating abnormal events as a binary classification problem is not ideal for two reasons :

  1. Abnormal events are challenging to obtain due to their rarity.
  2. There is a massive variety of abnormal events, and manually detecting and labeling such events is a difficult task that requires much manpower.

A better…


The entire paper can be summarized in three stages :

Self-supervised learning → Clustering → Self labelling

Self supervised learning : (Mining K nearest neighbors)

A typical image classification task would involve labels to govern the features it learns through a Loss function . But when there are no labels…


A story using GRE words (Group 2 : 30 words)

These groups are part of GregMat’s vocab list . You can check those out in the links below

https://docs.google.com/spreadsheets/d/1jRATLVV34vATsL4Y67fZZXQc7qZPYc0c0Yk7Bykh4fw/edit#gid=0

Children today are adulterated with unimportant tasks which they perceive as important . Experts advocate a change in parents behavior to…


A story using GRE words (Group 1 : 30 words)

These groups are part of GregMat’s vocab list . You can check those out in the links below

Here we go !

Thoughts abound when in solitude , thanks to COVID-19, some endearing some not so. A state which we…


Correlation is the first step in finding relationships between quantities and deserves some attention . Correlation is defined as the association between quantities , for eg, the sales might increase when income of people increases

Before we dwell into the math , we need to understand Co-variance . …

Shyam Sundar

Machine Learning Engineer at e-con systems | Deep learning (Computer vision) | Great lakes PGP DSE

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