Posts by Riya Thakore

Author Biographical Info: Not available

Understanding Keras Callbacks

Understanding Keras Callbacks

By Riya Thakore | July 27, 2020

  What is a Callback? According to Keras documentation, callbacks are a set of functions that are applied at given stages if training procedures. It has several tasks likes stops training after certain accuracy or loss score, saving model at checkpoints, adjusting learning rates, and write TensorBoard logs. Why should we use Callbacks? These callbacks […] Read More

IoU implementation in Keras

By Riya Thakore

What is IoU? IoU or Intersection over Union is a metric used to evaluate the accuracy of any trained model for a particular dataset. It is one of the common evaluation metrics used.... Read More

Time Distributed Layer in Keras with example in Python

By Riya Thakore

In this blog, we would be learning about Time Distributed Layer in Keras with an example in Python. While traditional prediction based problems solved by neural networks in general.... Read More

Multi-Layer Perceptron by Keras with example

By Riya Thakore

In this blog, we are going to understand Multi-Layer Perceptron (MLP) by its implementation in Keras. Keras is a Python library specifically for Deep Learning to create models as a.... Read More

Understanding LSTM with quick implementation in Keras

By Riya Thakore

In this blog, we are going to focus primarily on LSTM implementation in Keras with an understanding of a few basic functionalities. Long Short Term Memory, abbreviated as LSTM was .... Read More