Tag: #sam2
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 2 posts
SOTA Real-Time Video Analysis — Tracking, Understanding, Efficient Inference
A survey of SOTA trends in real-time video analysis. We cover video understanding tasks like action recognition, object tracking, and temporal segmentation, the SAM 2 family concept of video segmentation and tracking, tr
2026-06-30 · 21 min read #ai-papers#video-understanding#object-tracking#sam2#action-recognitionMastering the Segment Anything Model: Paper Analysis and Practical Guide from SAM 1 to SAM 2 to SAM 3
A comprehensive deep dive into Meta AI's Segment Anything Model (SAM) series. Covering SAM 1 (image promptable segmentation), SAM 2 (real-time video segmentation), and SAM 3 (concept-aware segmentation) — including archi
2026-03-01 · 21 min read #sam#segment-anything#computer-vision#image-segmentation#video-segmentation