Ethical disclosures and Gaussian Splatting are on the wane, while the sheer volume of submitted papers represents a new problem for AI to tackle in 2026. Opinion I have followed computer vision and ...

Data science and machine learning teams face a hidden productivity killer: annotation errors. Recent research from Apple analyzing production machine learning (ML ...

For decades, the retail industry has faced the same persistent problems of empty shelves, pricing errors and inventory discrepancies. Despite having spent billions of dollars on data analytics and ...

Five leading medical image annotation tool stand out for research applications. iMerit delivers high-quality data annotation services tailored for healthcare AI projects. ITK-SNAP delivers powerful 3D ...

Abstract: Infants learn through interactions with the environment. Thus, to understand infants' early learning experiences, it is critical to quantify their natural learning input—where infants go, ...

Computer vision moved fast in 2025: new multimodal backbones, larger open datasets, and tighter model–systems integration. Practitioners need sources that publish rigorously, link code and benchmarks, ...

The Polygon Drawer is an interactive web-based tool designed to help computer vision engineers and students easily annotate images or video frames by creating polygonal zones.

Consider all the activities in metal fabrication that require visual inspection and counting. A person inspects a blank for distortion and edge defects and, if needed, sends it to a deburring machine ...

VisioFirm v1.1.1 correct some bugs related to exporting video via browser download. Important VisioFirm v1 is now available. VisioFirm has now much more support for computer vision annotation, pushing ...