BHI-Research Group

BHI-Research is a multidisciplinary research group located at Bahía Blanca city, Argentina. Research topics involve High Performance Computing, Computer Vision, and Machine Learning.

Projects

nano-JEPA: Joint Embedding Predictive Architecture that runs on a personal computer

• Paper title: nano-JEPA: Democratizing Video Understanding with Personal Computers
• Full text here
• Source code repository at GitHub

nano-datasets: custom subsets of big public datasets

• Source code repository at GitHub

Accelerated Optimization

• PSO-JAX: An accelerated Particle Swarm Optimization tool that uses JAX key component

Content Extraction from Video

• Flash Video Summarization: A faster than real-time video summarization algorithm. Source
• Open Summarization Toolbox (Python implementation). Source
• Open Summarization Toolbox (C++ implementation). Source

High Performance Computing and Education

• Particle Swarm Optimization (PSO) as an Educational Tool for Parallel Processing. See Demo and Source.
• Parallel Processing Teaching Toolkit. Source

People

• Javier Iparraguirre
• Guillermo Friedrich
• Adrián Rostagno
• Joel Ermantraut
• Lucas Tobio
• Segundo Foissac
• Santiago Aggio