Posts by Ripan Purkait
Author Biographical Info: Not available
A Comprehensive Guide to Conv2D Class in Keras
Conv2D is a 2-dimensional convolutional layer provided by the TensorFlow Keras API. It is one of the fundamental building blocks of Convolutional Neural Networks (CNNs). The Conv2D.... Read More
How to Change Learning Rate in Keras
In deep learning, the learning rate is an important hyperparameter that controls the weights of a neural network during the training process. It helps to control the speed or rate .... Read More
Create a Simple Recurrent Neural Network using Kears
In this tutorial, we will explore the architecture and inner workings of RNNs, understand the concept of recurrent layers, and build a basic RNN model using Keras. What is RNN RNN.... Read More
Convert Numpy Array into Keras Tensor
In this blog, we will explore the process of converting a Numpy array to a Keras tensor. Converting Numpy arrays to TensorFlow tensors is essential for seamlessly integrating Numpy.... Read More
Optical Character recognition using Deep Learning (CNN)
Our OCR (Optical Character Recognition) project aims to develop a robust and efficient system to detect characters and digits from an image. We are going to use Keras deep learning.... Read More