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Keras Library

18 posts

Traffic Signs Recognition using CNN and Keras in Python

Last Updated: 03 April 2025

We always come across incidents of accidents where drivers' Overspeed or lack of vision leads to major accidents. In winter, the risk of road accidents has a 40-50% increa...read more

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AI-ML-DS With Python

Keras vs Tensorflow vs Pytorch

Last Updated: 28 February 2024

One of the key roles played by deep learning frameworks for the implementations of the machine learning models is the constructing and deploying of the models. They are th...read more

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Dev Scripter 2024

How to Create a Custom Loss Function in Keras

Last Updated: 02 May 2024

Creating a custom loss function in Keras is crucial for optimizing deep learning models. The article aims to learn how to create a custom loss function. Need to create Cus...read more

AI-ML-DS With Python

Applying Batch Normalization using tf.keras.layers.BatchNormalization in TensorFlow

Last Updated: 09 February 2025

Training deep neural networks presents difficulties such as vanishing gradients and slow convergence. In 2015, Sergey Ioffe and Christian Szegedy introduced Batch Normaliz...read more

AI-ML-DS With Python

Keras Layers API

Last Updated: 13 May 2024

Keras is a powerful API built on top of deep learning libraries like TensorFlow and PyTorch. The Layers API is a key component of Keras, allowing you to stack predefined l...read more

Securing Transactions: Banknote Classification with Neural Networks

Last Updated: 06 June 2024

Banknote classification is a critical task in financial systems, ensuring the validity and integrity of monetary transactions. With advancements in machine learning, parti...read more

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Machine Learning

Deep Learning Projects

Training Neural Networks with Dropout for Effective Regularization

Last Updated: 02 July 2024

Neural networks have become a cornerstone of modern machine learning, offering unparalleled performance in a wide range of applications. However, their complexity and capa...read more

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Python-Tensorflow

AI-ML-DS With Python

Data Science Blogathon 2024

Repeated Training on the Same Data: Implications for Model Performance

Last Updated: 21 April 2025

In machine learning, the process of training a model is crucial for its performance on unseen data. However, a common question arises: What happens if I fit my model on th...read more

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Machine Learning

AI-ML-DS With Python

Data Science Blogathon 2024

Difference between Keras model.evaluate() and model.predict()?

Last Updated: 21 April 2025

When working with machine learning models in Keras, two commonly used functions are model.evaluate() and model.predict(). These functions serve different purposes, and und...read more

Data Science Questions

How to Log Keras Loss Output to a File

Last Updated: 28 August 2024

Monitoring the training process of a machine learning model is crucial for understanding its performance over time. When working with Keras, one of the most effective ways...read more

AI-ML-DS With Python

Accessing Intermediate Layer Outputs in Keras

Last Updated: 16 September 2024

Understanding the internal workings of a neural network can be crucial for debugging, visualization, and gaining insights into model behavior. Keras, a high-level API for ...read more

AI-ML-DS With Python

Keras Sequential Class

Last Updated: 17 September 2024

Keras is one of the most popular libraries for building deep learning models due to its simplicity and flexibility. The Sequential class in Keras is particularly user-frie...read more

AI-ML-DS With Python

Applying Gradient Clipping in TensorFlow

Last Updated: 17 September 2024

In deep learning, gradient clipping is an essential technique to prevent gradients from becoming too large during backpropagation, which can lead to unstable training and ...read more

AI-ML-DS With Python

25+ Most Used Keras Snippets in 2025

Last Updated: 30 January 2025

Keras is an open-source high-level deep learning API, developed by Google and aimed at easy development of building and training neural networks. It's written in Python an...read more

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Keras Cheatsheet [2025 Updated] - Download pdf

Last Updated: 01 February 2025

Deep Learning is changing many industries by helping systems learn from data and make smart decisions without being directly programmed. It is changing how companies opera...read more

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