Getting Started with NVIDIA LocateAnything
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Getting Started with NVIDIA LocateAnything https://debuggercafe.com/getting-started-with-nvidia-locateanything/ For the last few years, VLMs (Vision Language Models) have become more powerful at grounding tasks. These include object detection, pointing, and OCR. However, one issue remains. NTP (Next Token Prediction) is suboptimal for predicting the coordinates for a single bounding box or point coordinate. Predicting the numbers for a single object (bounded by a box), which is one atomic unit, token by token, is slow and a practical bottleneck during inference. This is where the latest LocateAnything model by NVIDIA comes in. It introduces a new PBD (Parallel Box Decoding), which decodes a single bounding box in a single step. submitted by /u/sovit-123 |
