LutingWang/awesome-knowledge-distillation-for-object-detection
A curated list of awesome knowledge distillation papers and codes for object detection.
This is a curated list of research papers and associated code for 'knowledge distillation' techniques in object detection. These techniques help make object detection models — which identify and locate objects within images or videos — more efficient and faster, especially for deployment on devices with limited computing power. The resource is for researchers, machine learning engineers, and computer vision scientists working to optimize and deploy object detection systems.
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Use this if you are a machine learning researcher or engineer looking for academic papers and implementations to compress large, accurate object detection models into smaller, more efficient versions without significant performance loss.
Not ideal if you are an end-user seeking a ready-to-use object detection application or library, as this resource focuses on advanced research and development techniques rather than practical deployment.
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Jul 01, 2025
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