Roboflow released a multi-model auto-labeling workflow for segmentation that combines SAM 3, Google Gemini, and OpenAI GPT to produce pixel-perfect masks via a 2-of-3 consensus pipeline, reducing anno…
Meta's SAM 3 model enables zero-shot text-prompt segmentation, allowing users to segment objects like "helmet" or "safety vest" without training or clicks. A Roboflow Workflow tutorial demonstrates us…
Roboflow released a guide on building a promptable object detection project using SAM 3, enabling users to detect objects like soda cans from text prompts without datasets or training. The workflow al…
NVIDIA Research released SpatialClaw, a training-free framework that uses code as the action interface for spatial reasoning in vision-language models. The framework achieves 59.9% average accuracy ac…
Researchers propose sub-semantic image segmentation, a new category that partitions images into stable appearance patterns described by language rather than naming whole objects. They introduce DETECT…
Roboflow has released an open-source inference library that enables developers to deploy computer vision models entirely offline on edge devices, laptops, or air-gapped systems without relying on clou…