Beyond mAP: Better Evaluation of Bbox
In the pursuit of advancing computer vision technologies, evaluating the performance of instance segmentation or object detection models has predominantly re...
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Knowledge Distillation: A Comparative Exploration and the Role of Soft Targets
Knowledge Distillation is a process that refines large, complex models into smaller, efficient ones without losing much of the original performance. The conc...
ViT vs CNN: A Technical Deep Dive for High-Resolution Vision Tasks
This isn’t just theory—it’s battle-tested. Over years of deploying vision systems for industrial-scale applications (from 4K surveillance to precision monito...
Relative Theory
Understanding Relativity: My note into the Depths of Space and Time
Conformal Prediction
The Concept of Conformal Prediction