PinnedUsha RengarajuTime Series Forecasting using Zerve AI and PatchTST modelTime series forecasting is a crucial tool in the world of data analytics and machine learning. It involves predicting future values based…6 min read·Feb 27, 2024----
Usha RengarajuCombining Semantic Search with Elastic Search to improve search efficiency for Accessibility &…Traditional search engines rely on keyword matching, often missing the user’s intent. This example explores how semantic search, combined…6 min read·Apr 26, 2024----
Usha RengarajuMultilingual Audio based Farmer’s helper bot with Intel’s OpenVINO and GemmaOpen-sourcing large language models (LLMs) boosts global access to AI technology. Although unlikely, it’s possible that the next big AI…7 min read·Apr 15, 2024----
Usha RengarajuFine-tuning Gemini Pro for Text Emotion classification[AI for Autism]Autism Spectrum Disorder (ASD) is a cognitive disease characterized by communication and exchange difficulties. One obstacle which people…4 min read·Apr 5, 2024--1--1
Usha RengarajuBanking-ASR: Enhancing Speech Recognition with Intel oneAPIIn today’s digital age, automatic speech recognition (ASR) has emerged as a pivotal element in voice-driven applications. This project…11 min read·Mar 12, 2024----
Usha RengarajuFarmers helper bot using Intel oneAPI , Gemma-2B and Gemini ProMaking large language models (LLMs) open source greatly enhances the accessibility of AI technology worldwide. While it’s improbable, it’s…9 min read·Mar 7, 2024----
Usha RengarajuFace Emotion Recognition using Intel oneAPI and Keras [AI for Autism]Autism Spectrum Disorder (ASD) is a developmental disorder characterized by difficulties in social interaction, communication, and…6 min read·Mar 4, 2024----
Usha RengarajuText emotion classification using Intel oneAPI , Gemma and Gemini Pro [AI for Autism]Autism Spectrum Disorder (ASD) is a complex neurodevelopmental condition characterized by challenges in social communication and…8 min read·Mar 4, 2024----
Usha RengarajuAudio Emotion Classification using Intel oneAPI and TFWav2Vec2Model [AI for Autism]Autism Spectrum Disorder (ASD) is a complex neurodevelopmental disorder that affects social interaction, communication, and behavior…7 min read·Mar 3, 2024----
Usha RengarajuMRI classification using Intel oneAPI and Keras [AI for Autism]Autism Spectrum Disorder (ASD) is a complex neurodevelopmental condition that affects communication, social interaction, and behavior…6 min read·Mar 3, 2024----