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SenseNova-Vision: a 7B open model that does segmentation, depth, detection, OCR, and 3D reconstruction with no task-specific heads

Via r/LocalLlama
Thursday, Aug 13, 2026 · 3:07PM
Summary

Stumbled across this new vision model, SenseNova-Vision. It's a 7B MoT model, Apache 2.0 license, which is cool. The main idea is it treats pretty much all computer vision stuff as just one generation problem. Like, instead of needing a bunch of different models for detection, segmentation, depth, w

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