May 9, 20212 minMNIST MuddleCreating poorly written numeric digits using AutoEncoders and MNIST dataset. Demo website - LINK GitHub link - LINK Contents: Project aim...
Apr 29, 20213 minH.O.M.L Ch-4 | Training models algoUncovering some of the black box algorithms in this chapter. Mainly we'll be talking about Linear Regression, Polynomial Regression,...
Apr 6, 20211 minAzure Cognitive services using Python & REST API | Text-to-SpeechPython script to access Azure's Text-to-Speech cognitive API. Converts all sentences from a file to respective speech audios.
Apr 3, 20216 minH.O.M.L Chapter-3 | ClassificationTurning our attention to Classification systems. Contents: Performance Measure for Classification Precision Recall F1 score...
Mar 27, 20213 minH.O.M.L Ch-2 notes | End-to-end ML ProjectContents: Root mean square error vs Mean absolute error Few points on test set preparation Correlation Data cleaning caution Text and...
Feb 25, 20215 minH.O.M.L Chp-1 Summary | The ML Landscape[1]Types of ML Systems. [2]Main Challenges of Machine Learning. [3]Testing and Validation.
Dec 27, 20201 minCTC Loss (part-2) | Forward pass using alpha matrixIn this post we will see how CTC Loss is efficiently calculated using Dynamic Programming. We do that by creating a 2D matrix, known as...
Dec 23, 20203 minCTC Loss for un-segmented DataIts importance & where it is used: It is used for dealing with un-segmented sequence data. Such data is ubiquitous and it may not be...
Jul 12, 20203 minRestoring trained weights after modifying the model graph in TensorFlowBackground: Recently, I had a situation where my trained model (TF) could not run on a platform because few nodes in the graph...
Jul 5, 20203 minBatch Normalization - 1 | Using tf.nn.batch_normalizationSee how to correctly use batch normalization in TensorFlow using tf.nn.batch_normalization. User needs to properly update the values duri...
Jun 20, 20201 minPost initThis is my first blog post. Ready to share the world what I learn everyday. Show love if you enjoy the posts. -Divakar