Training-free framework that converts SAM3 into a real-time multi-class open-vocabulary detector. Achieves 55.8 AP on COCO val2017 (80 classes) at 15.8 FPS (4 classes, 1008px) on a single RTX 4080.

The first independent benchmarks for NVIDIA's Vera processor have arrived, and it looks like bad news for Intel and AMD. Unlike the Grace CPU, which utilized mostly off-the-shelf Arm cores, Vera ...

For the implementation in MATLAB, see this repository. This section assumes Ubuntu 18.04 (also tested on Ubuntu 22.04), but the procedure is similar for other Linux distributions.

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