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News analysisRelease: January 14, 2026Published: October 24, 20263 min read

computer vision open models inference efficiency model deployment

Ultralytics released YOLO26 with optional NMS-free real-time vision inference

Ultralytics released YOLO26 on January 14, 2026, adding a unified vision family with an optional end-to-end detection route that omits NMS.

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News analysisRelease: November 19, 2025Published: October 24, 20263 min read

Meta AI Segment Anything computer vision 3D reconstruction

Meta paired concept segmentation with 3D reconstruction in its November 2025 SAM release

Meta’s November 19, 2025 SAM release paired text- and example-prompted concept segmentation with new 3D object and human-body reconstruction research artifacts.