computer-vision

Vision foundation models can predict depth, pose, and point clouds in a single forward pass, yet they leave multi‑view geometry unchecked. Self‑Geometry shows that enforcing explicit epipolar consistency at inference tightens those predictions across diverse datasets without requiring full model retraining. Prior test‑time methods rely on implicit self‑consistency derived from a model’s own outpu…

Taking the right medication at the right time is more than just a routine—it's a critical part of healthcare. However, for the elderly or those with complex prescriptions, "pill fatigue" is real. Mistakes happen. In this tutorial, we are diving deep into Computer Vision , Edge AI , and IoT to build a real-time pill identification and reminder system. We will leverage YOLOv8 for multi-pill detecti…

This article introduces a study examining how AI-generated images and stock photography on websites affect perceptions of companies.

And it might teach us about our own brains The post AI Can See Optical Illusions appeared first on Nautilus .

Vision The deepseek-v4-flash-vision-exp model accepts images alongside text, so you can ask the model to describe pictures, read text from screenshots, analyze charts, and more. Supported image formats: JPEG, PNG, GIF, and WebP. The format is detected from the actual file content, not from the file name or the declared MIME type. Sending Images There are three ways to provide an image to the mode…

DJI is betting that the future of enterprise drones isn’t just about capturing better aerial imagery; it’s about helping drones understand what they’re seeing in real time. The company has announced the winners of its DJI Enterprise Drone Onboard AI Challenge 2026, a global competition designed to push artificial intelligence beyond collecting data and toward making instant decisions in the field.

Generative AI has spent the last three years conquering text and images. The next frontier is motion. AI video generation – the ability to synthesize coherent, photorealistic video from a prompt, a still image, or even a voice track – has moved from research demo to production tool faster than almost any other branch of… Read More » AI Video Generation: A Practical Guide for Data Scientists

Flock’s new investigative AI Vehicle surveillance company Flock Safety has told the public for years that its technology

A multimodal voice companion creates an awkward product tension: users want to ask “What am I looking at?” without granting an AI system indefinite access to their camera. The easiest implementation—forwarding frames continuously—also creates hidden costs. It increases data transfer and model work, makes visual context harder to reproduce, and leaves users unsure when the companion is actually ob…

Nature Communications, Published online: 20 August 2026; doi:10.1038/s41467-026-76973-8 The authors present self-supervised Scanning Probe microscopy Image DEnoising and Restoration (SPIDER), a deep learning framework that denoises scanning probe microscopy images, enabling imaging acceleration and anisotropic resolution restoration.

Basler and Syslogic are joining forces to bring machine vision and edge AI together by integrating Basler’s ace 2 GMSL cameras  with Syslogic’s computers. Autonomous mobile robots, agricultural vehicles, construction […] The post Machine vision for robots, vehicles and construction equipment appeared first on Electronics Weekly .

We built a handless game with TensorFlow and JavaScript to learn how to integrate AI into web applications.

During scrolling, the brain processes visuals quickly not critically, making it easy to miss details that reveal a fake. As technology advances, slow down, look closer and think critically.

Google has introduced interactive 3D visualizations and charts inside the Gemini app , allowing users to explore custom models directly within a chat instead of receiving only text or static images. The feature can turn prompts into manipulable visual explanations, such as a rotating molecule, a fractal, or a simulation of the Moon orbiting Earth. For users working with scientific, technical, and…

AI-generated faces don’t look weird anymore – they’re ‘hyperaverage’, which is a giveaway to the trained eye.