SAM's Multi-Mask Ambiguity: A Visual Deep Dive
Deep dive into how SAM resolves point prompt ambiguity through three-mask output design, IoU prediction, and intelligent mode switching.
Explore technical articles related to computer vision. Find in-depth analysis, tutorials, and insights.
Deep dive into how SAM resolves point prompt ambiguity through three-mask output design, IoU prediction, and intelligent mode switching.
Understand YOLOv11's loss functions through interactive visualizations. Compare IoU variants (GIoU, DIoU, CIoU), explore Distribution Focal Loss (DFL), and see why anchor-free detection matters.
H.264 Part 1: Explore video compression fundamentals, core pipeline architecture, block-based processing, and motion estimation with interactive demos.
Interactive H.264 video compression guide with visualizations. Explore motion estimation, DCT transforms, quantization, and rate-distortion optimization.
Visual guide to YOLOv5 architecture for beginners. Understand backbone, neck, and detection head components with step-by-step visualizations.