Whisper is a leading open-source model used for converting speech to text. Developed by OpenAI, Whisper has been trained on a diverse array of languages and speech conditions using extensive data. ...
Unlock the Power of Fine-Tuning Pre-Trained Models in TensorFlow & Keras
In the previous post in this series, we showed how to use pre-trained models in Keras to perform image classification. Here we will explore additional options for leveraging pre-trained models with an ...
Implementing a CNN in TensorFlow & Keras
In this post, we’ll learn how to implement a Convolutional Neural Network (CNN) from scratch using Keras. Here, we show a CNN architecture similar to the structure of VGG-16 but with fewer layers. We ...
Training Neural Networks for Beginners
In this post, we cover the essential elements required for training Neural Networks for an image classification problem. We will still treat the internal network architecture as a black box so that we ...
