AIWalker
Aug 19, 2025 · Artificial Intelligence
Easy Ways to Boost YOLO: Systematic Review of Versions and Use Cases
This article systematically reviews every YOLO version, classifies five major improvement directions—architecture enhancements, efficiency optimizations, multi‑task learning, temporal modeling, and domain‑specific customizations—provides concrete paper references, code links, and dataset resources to help researchers and engineers quickly locate and apply the most effective techniques.
Deep LearningYOLOmodel improvement
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