GSoC Participation History
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End-to-end handwritten text recognition for early modern spanish documents
This project focuses on end-to-end Handwritten Text Recognition (HTR) for early modern Spanish manuscripts. Unlike traditional OCR systems, which...
End to End OCR System using Transformer Models
Optical Character Recognition (OCR) technology has revolutionized document digitization. However, existing OCR tools like Adobe Acrobat and Google’s...
Healing Stones - Reconstructing digitized cultural heritage artifacts with artificial intelligence
This project aims to develop an AI-powered system for the virtual reconstruction of fragmented cultural heritage artifacts, with a focus on Mayan...
Communication Analysis Tool for Human-AI Interaction Driving Simulator Experiments
I propose to make an AI-powered tool that can analyze complex communication data from driving simulator experiments at the Translational Research for...
Improving Renaissance Spanish OCR with CNN-RNN Hybrids and Weighted Learning
Project Summary: Problem: Renaissance-era Spanish texts remain digitally inaccessible due to modern OCR systems' inability to process archaic glyphs...
17th Century Spanish text recognition with transformer models
This project addresses the challenge of accurately digitizing degraded 17th-century Spanish manuscripts, which suffer from irregular layouts, archaic...
renAIssance: Synthetic text generation with Generative Models
For Historical Manuscripts, limited availability of data a limiting factor in training OCR or Layout Detection models. In this project I propose the...
Healing Stones – Reconstructing digitized cultural heritage artifacts with artificial intelligence
Cultural heritage artifacts are often fragmented due to time, conflict, and environmental factors, making physical reconstruction challenging and...
Automating text recognition & transliteration of historical documents with weighted CRNN models.
This project aims to address the challenge of text recognition from historical Spanish printed sources dating back to the seventeenth century, a...
Text Recognition with Transformer Models for Efficient Deployment
This project addresses the challenge of making advanced Transformer-based OCR technology for historical documents accessible to non-technical users...
AI-Powered Behavioral Analysis for Mental Health Crisis Detection and Geospatial Trend Analysis
This project aims to build an AI-driven behavioural monitoring system to detect mental health, suicide, and substance use crises in real time using...
Coding Actions and Fatalities in Militarized Interstate Confrontations
This project builds a fully explainable NLP pipeline to identify and classify Military-Involved Conflicts (MIC) from raw text articles. Unlike...
ArtExtract
This project aims to enhance the analysis of multispectral paintings by detecting hidden images and understanding their structural characteristics....
AI-Powered Behavioral Analysis for Crisis Detection and Prevention
This project aims to develop an AI-powered system that supports early detection and ongoing monitoring of suicide, substance use, and mental health...
End-to-End Historical OCR Pipeline with 80%+ Accuracy
The objective of this project is to develop a robust, end-to-end OCR pipeline capable of achieving at least 80% accuracy in recognizing characters...
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