Posts from TensorFlow

Image augmentation techniques with TensorFlow 2.0.

By SHAUNAK LUNAWAT

A deep learning model generally works efficiently when it is provided with a huge amount of data for training. But gathering such a vast data has its own challenges like every time.... Read More

Semantic and Instance Segmentation with PixelLib

By Amanpreet Singh

In this tutorial, we will learn how to do semantic and instance image segmentation with help of the PixelLib library. Image Segmentation Some computer vision challenges need a more.... Read More

Sound classsification with YAMNet

By Amanpreet Singh

In this tutorial, we will learn how to load and use the YAMNet model as an inference to classify cat and dogs sound. What is YAMNet? The MobileNetV1 depthwise-separable convolution.... Read More

Data preprocessing using tf.keras.utils.image_dataset_from_directory

By Amanpreet Singh

In this tutorial, we will learn about image preprocessing using tf.keras.utils.image_dataset_from_directory of Keras Tensorflow API in Python. This tutorial explains the working of.... Read More

Text Generation with Transformers (GPT-2)

By Amanpreet Singh

In this tutorial, we will learn how to generate text from the input sentence with the help of Open AI GPT2 using Gradio Interface. Introduction: Text  Generation Text generation i.... Read More

What is the TensorFlow machine intelligence platform?

By Shreyas Kishor Kulkarni

TensorFlow is an open-source software library for calculating numbers using data flow graphs. It was originally founded by the Google Brain Team within the Google Machine Intellige.... Read More

Financial Sentiment Analysis using Bert in Python

By Amanpreet Singh

In this tutorial, we will learn how BERT helps in classifying whether text related to the finance domain is positive or negative. What is Bert? BERT (Bidirectional Encoder Represen.... Read More

Sarcasm Detection with Glove Embeddings using TensorFlow

By Amanpreet Singh

In this tutorial, we will learn about how to use glove embeddings in the LSTM model to find out whether particular news is sarcastic or not using the TensorFlow deep learning modul.... Read More

Loss functions in TensorFlow 2.0

By Amanpreet Singh

In this tutorial, we will learn about several types of loss functions and their implementation in Python using TensorFlow. What is the loss function? The loss function is often ref.... Read More

A Brief about tensors in TensorFlow

By Amanpreet Singh

In this tutorial, we will gain an understanding of what exactly is tensor in the TensorFlow Python deep learning module. Here you are going to learn, how can we create tensors, get.... Read More