Augmenting Automation: Intent-Based User Instruction Classification with Machine Learning

1 code implementation • 2 Mar 2024 • Lochan Basyal, Bijay Gaudel

Our system represents user instructions as intents, allowing for dynamic control of electrical circuits without relying on predefined commands.

intent-classification Intent Classification

Voice Recognition Robot with Real-Time Surveillance and Automation

no code implementations • 7 Dec 2023 • Lochan Basyal

Voice recognition technology enables the execution of real-world operations through a single voice command.

Histopathologic Cancer Detection

1 code implementation • 13 Nov 2023 • Varan Singh Rohila, Neeraj Lalwani, Lochan Basyal

This research contributes a potential classification model for cancer prognosis to efficiently utilize the valuable information underlying the HE-stained histopathological images.

Data Augmentation Transfer Learning

Text Summarization Using Large Language Models: A Comparative Study of MPT-7b-instruct, Falcon-7b-instruct, and OpenAI Chat-GPT Models

1 code implementation • 16 Oct 2023 • Lochan Basyal, Mihir Sanghvi

Text summarization is a critical Natural Language Processing (NLP) task with applications ranging from information retrieval to content generation.

Information Retrieval Text Summarization