This is Official Repository for "Mutually Reinforcing Structure with Proposal Contrastive Consistency for Few-Shot Object Detection", ECCV 2022.
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- Training a plain detector.
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- Using the balanced dataset to fine-tune the classifier and regressor of the detector.
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- Executing UD-CutMix by recombining labeled novel instances with base images to construct a new synthetic set.
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- Training Mutually Reinforcing Structure Network using base dataset and synthetic set.
This repo is developed based on TFA , Detectron2 , unbiased-teacher.