Ranjeet SinghinTowards Data ScienceAccelerate your training and inference running on TensorflowAre you running Tensorflow with its default setup? You can easily optimize it to your CPU/GPU and get up to 3x acceleration.6 min read·Jan 5, 2020--1--1
Ranjeet SinghinTowards Data ScienceThe essence of eigenvalues and eigenvectors in Machine LearningUnderstanding with practical applications7 min read·Nov 13, 2019----
Ranjeet SinghinTowards Data ScienceRise and Fall of Symbolic AIPhilosophical presuppositions of AI5 min read·Sep 14, 2019--1--1
Ranjeet SinghinTowards Data SciencePruning Deep Neural NetworksTL; Different approaches of pruning, DR: By pruning, a VGG-16 based classifier is made 3x faster and 4x smaller5 min read·Jul 30, 2019--3--3
Ranjeet SinghinTowards Data ScienceRecent Advances in Modern Computer VisionComputer Vision beyond object classification6 min read·Jul 14, 2019--1--1
Ranjeet SinghinTowards Data ScienceComputer Vision — An IntroductionDemystifying the meaning behind pixels6 min read·Jun 8, 2019----
Ranjeet SinghinTowards AIVisual Perception-From Human Vision to Computer VisionMade up of 140 million neurons, the human visual cortex is one of the most mysterious parts of the brain responsible for processing and…6 min read·May 8, 2019----