Exploring the frontiers of artificial intelligence, computer vision, and machine learning. Deep dives into the technologies shaping our future.
Our researchers' latest findings in the field of Artificial Intelligence.
12 articles
Research From Pixels to Point Clouds: Defect Localization with Dust3r + Open3D Have you ever wondered how to turn a simple 2D image into a complex 3D model? Using a tool like DUST3R can make this process incredibly accessible. Here’s a walkthrough of a recent project where I used DUST3R to generate a 3D model and then used bounding boxes to pinpoint specific objects within that 3D space.
we're building the intelligence layer that sits between raw satellite data and the decisions farmers, agronomists, and agri-businesses actually need to make.
Research Real-Time Vision at the Edge Productizing FPGA-Accelerated Computer Vision for Mission-Critical Applications
Research Operational Playbook for Vision A rollout framework for deploying Vision Transformers in production systems with measurable quality and latency outcomes.
Company Welcome to Vionfi Blog How we use this site to share product thinking and engineering updates.
Research Vision Transformers vs. CNNs: The Industrial Verdict Exploring which architecture delivers the best performance for high-speed industrial lines.
Technical Edge AI: Moving Inference to the Shop Floor How to reduce latency and bandwidth by deploying vision models directly on hardware.
Ethics The Role of Explainable AI in Medical Vision Building trust with healthcare professionals through transparent AI decision pathways.
Research Multimodal Fusion for Smart City Traffic Combining camera feeds, signal telemetry, and incident text streams for better urban traffic intelligence.
Ethics Privacy by Design in Video Analytics A practical framework for deploying surveillance analytics while preserving privacy and policy compliance.
Research Foundation Models for Medical Imaging Workflows Evaluating how foundation vision models can accelerate triage and reporting in clinical imaging teams.
Research The Future of Vision Transformers Why Vision Transformers are reshaping modern computer vision pipelines from research labs to production deployment.
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