Posts by Amanpreet Singh

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Gradio: A Library for Building Machine Learning Web Apps

By Amanpreet Singh

In this tutorial, you will learn how to build a machine learning web app using the most popular interface, Gradio with the help of Python Programming. Introduction These days, crea.... Read More

Flair : A Python library used for Token Classification

By Amanpreet Singh

In this tutorial, you will learn how can we do token classification (NLP-based problem) from a text using Flair Library with the help of Python Programming. What is Token Classific.... Read More

Sentence Similarity using Transformers with Natural Language Processing

By Amanpreet Singh

In this lesson, you will learn about how can we identify whether two sentences are similar or not using Transformers with Natural Language Processing in Python programming. Introdu.... Read More

A Brief about Subword Tokenization

By Amanpreet Singh

In this tutorial, you will learn how to generate a subword vocabulary from a dataset, that is used to build the vocabulary from the text.BertTokenizer. The fundamental advantage of.... Read More

A comprehensive guide to Tokenizing with TF Text

By Amanpreet Singh

Overview The practice of splitting up a string into tokens is known as tokenization. These tokens are often words, numbers, and/or punctuation. The tensorflow_text package includes.... 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

Skin Cancer Detection using ResNet50

By Amanpreet Singh

In this tutorial, we’ll use Resnet50 with Keras TensorFlow in the backend to try to identify seven distinct types of skin cancer, then examine the results to see how the mode.... Read More