Solving various NLP tasks using Transfer Learning from the pre-trained models provided by huggingface's transformers library

Intent classification is the automatic categorization of text data based on customer goals. It is known to be a complex problem in NLP. Sequence Labelling aims to classify each token (word) in a class space C. This project addresses these two problem statements by covering the basic concepts of NLP to advanced ones. For instance, linguistics ana…

Discussed about 4 use-cases or case studies. Discussed about the approaches and significance of these use-cases as these are different from others. There are several approaches available which can be done using LLM but here the approaches and it's significance could bring insightful approaches towards it's execution.

In this article, the factors affecting BERT's transferability is explained through visualizations

A simple python web application that allows you to easily create text with the help of a language model.

testing project on Training , fine tuning, and inference on costum dataset and Trasnformers

Flask App for Text Summarization and QnA sessions

Some of my earliest code written in the spring of 1998 - 2005. Website was based on Hasbro's Transformers.

Detect elephant rumbles and gunshots on recordings made in the forests of central Africa and optimize the prediction process to implement on-edge.

Code for the CROPLAND AI Christmas card generator

Simple Model Similarities Analysis

Chatbot em Python com Flask usando modelos de inteligência artificial de processamento da linguagem natural Transformers question-answering baseado num contexto customizável (fine-tuning)

ODSC East 2022 tutorial, workshop, and training prerequisites and resources will be available in this repository

🐪 Converters: State-of-the-art Machine Learning for Javascript, Typescript, Node, Deno, Bun

Automated Lecture Video Summarization

State of Art AI models you can run locally.

In this Project I have used Speech Recognition tools to perform speech-to-text and text-to-speech tasks, and I leveraged pre-trained Transformers language models to give the bot some Artificial Intelligence.

AI AtoZ

This involves creating algorithms or models that automatically generate concise summaries of longer texts while preserving the most important information.

This is my 2nd assignment project