MMatx / MRSN

MRSN

This is Official Repository for "Mutually Reinforcing Structure with Proposal Contrastive Consistency for Few-Shot Object Detection", ECCV 2022.

Training

• 1. Training a plain detector.
• 2. Using the balanced dataset to fine-tune the classifier and regressor of the detector.
• 2. Executing UD-CutMix by recombining labeled novel instances with base images to construct a new synthetic set.
• 3. Training Mutually Reinforcing Structure Network using base dataset and synthetic set.

Acknowledgement

This repo is developed based on TFA , Detectron2 , unbiased-teacher.