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Image Segmentation

Personalize-SAM: One-Shot Personalized Segmentation Without Training for Photos, Videos, and Generative AI Workflows

Personalize-SAM: One-Shot Personalized Segmentation Without Training for Photos, Videos, and Generative AI Workflows 1638

Imagine you have a photo album filled with images of your dog—but you want to automatically isolate your pet in…

12/27/2025Image Segmentation, One-shot Learning, Video Object Segmentation
FastSAM: Real-Time Image Segmentation at 50x Speed Without Sacrificing Accuracy

FastSAM: Real-Time Image Segmentation at 50x Speed Without Sacrificing Accuracy 8193

In today’s fast-paced computer vision landscape, high-quality image segmentation is no longer a luxury—it’s a necessity. Yet, despite the groundbreaking…

12/26/2025Image Segmentation, Instance Segmentation, Zero-shot Segmentation
EfficientViT-SAM: Real-Time, High-Accuracy Image Segmentation Without Compromise

EfficientViT-SAM: Real-Time, High-Accuracy Image Segmentation Without Compromise 3102

If you’ve worked with Meta’s Segment Anything Model (SAM), you know its power—and its pain points. While SAM delivers state-of-the-art…

12/22/2025Image Segmentation, Real-time Computer Vision, Zero-shot Segmentation
MobileSAM: Ultra-Fast, Lightweight Image Segmentation for Real-World Applications

MobileSAM: Ultra-Fast, Lightweight Image Segmentation for Real-World Applications 5526

MobileSAM is a streamlined, high-performance variant of Meta’s groundbreaking Segment Anything Model (SAM), engineered to deliver the same powerful segmentation…

12/18/2025Image Segmentation, Promptable Segmentation, Zero-shot Object Detection
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