85 min read
Vision Transformer Deep Dive: ViT to Modern Descendants
Build ViT from pixels, then trace DeiT, Swin, DINOv2, SAM, LLaVA, and practical latency optimizations.
Computer Vision
Explore technical articles related to Computer Vision. Find in-depth analysis, tutorials, and insights.
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Articles Related to Computer Vision
12 min read
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.
15 min read
YOLOv11 Loss Functions Explained: Interactive Visual Guide
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.
10 min read
H.264 Codec Fundamentals: How Video Compression Works (Part 1 of 3)
How the H.264 codec compresses video, explained Part 1 of 3: video compression fundamentals, the core encoding pipeline, block-based macroblock processing, and motion estimation — with interactive demos.
25 min read
Interactive H.264 Guide: Video Compression Visuals
Interactive H.264 video compression guide with visualizations. Explore motion estimation, DCT transforms, quantization, and rate-distortion optimization.