Business Model Innovation
Business Model Innovation: The hidden backbone of technological innovations
Speech Processing for Machine Learning
Signal Processing of speech and audio files
Representation Learning
This blog post covers a talk I gave at the Oxford Machine Learning Summer School 2020 on understanding Representation Learning for Visual Applications
Deep Image Matting
This blog explains the The Deep Image Matting paper by Xu et al.
A friendly introduction to Background Removal
A friendly introduction to Background Removal and some of it’s challenges. The tech used in EraseBG
Linear Algebra Done Right
Personal Notes from Linear Algebra Done Right by Sheldon Axler
Guessing the Central Limit Theorem -- 90% Complete
Making the foundations of the Guassian Distribution more intuitive
–Warning - typos ahead—-
Coming Soon Intutions from Linear Regression
Insights from linear regression to carry forward
An Intuitive way to see Priors
An intuitive illustration of a prior from McElreath’s Statistical Rethinking.
Continual Learning
An introduction to continal learning and overview of three recent research papers in the field.
ICVPIG Conference
Highlight research from The Indian Conference on Computer Vision, Graphics and Image Processing 2018
A brief Introduction to Structural Similarity Index(SSIM)
A brief Introduction to SSIM: Structural Similarity Index
Understanding the Perceptron
Understanding the Inner Workings of Neural Networks