Awesome Dense Prediction Papers and Source Codes

IDRNet: Boost Semantic Segmentation Accuracy with Smarter Context Modeling—No Heavy Priors Required 876

If you’re building computer vision systems that rely on pixel-perfect understanding—like autonomous driving, medical imaging analysis, or retail scene parsing—you’ve…

01/13/2026Context Modeling, Dense Prediction, Semantic Segmentation

MiDaS: Robust Monocular Depth Estimation from a Single Image—No Special Hardware Required 5267

In today’s world of intelligent systems—from autonomous robots to immersive AR experiences—depth perception is essential. Yet most cameras only capture…

12/26/2025Dense Prediction, Monocular Depth Estimation, Zero-shot Transfer