Machine Learning

Feb 25, 20215 min read

H.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 min read

CTC Loss (part-2) | Forward pass using alpha matrix

In 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 min read

CTC Loss for un-segmented Data

Its 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 min read

Restoring trained weights after modifying the model graph in TensorFlow

Background: 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 min read

Batch Normalization - 1 | Using tf.nn.batch_normalization

See how to correctly use batch normalization in TensorFlow using tf.nn.batch_normalization. User needs to properly update the values duri...