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twangnh/Distilling-Object-Detectors

PyTorch implementation of CVPR 2019 paper on distilling object detectors via fine-grained feature imitation.

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This repository provides code for knowledge distillation of anchor-based object detection models, enabling a smaller student model to learn from a larger teacher model. The approach focuses on inter-location discrepancy of feature responses near objects rather than just prediction confidence. The implementation includes Faster R-CNN with VGG11 as the student model, built on top of the pytorch-faster-rcnn framework.

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