Segment Anything
Overview of Segment Anything
Segment Anything Model (SAM) by Meta AI is a revolutionary AI system that enables universal object segmentation in images with just a single click. SAM's advanced capabilities include zero-shot generalization, allowing it to segment unfamiliar objects without additional training. It supports various input prompts, such as points, boxes, and text, making it highly flexible for different segmentation tasks. The model's design allows seamless integration with other systems, enabling applications in AR/VR, video editing, and more. SAM is trained on a massive dataset of over 11 million images, resulting in over 1.1 billion segmentation masks. The model's efficient design ensures fast inference, with the image encoder running in 0.15 seconds on an NVIDIA A100 GPU and the mask decoder operating in milliseconds on a web browser.
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