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MDR

Using-GPU:A100-40G*8

Run run.sh to run our step-by step code, You shoule replace the data path to your own path. you can download GME-7B model and dino-v2 as backbone. the pipeline is :

  1. first using cv_tools dino to recognize the visual keypoints, here you get a visual-keypoints results.
  2. train five different parameters expert to vote for both two tasks, the five experts total is a unified model.
  3. merge the experts' voting results and the visual keypoints results to get The five experts and the dino as a whole can be viewed as a unified model. They are useful for both tasks and do not need to be trained specifically for the task. image

You can download Several dataset by M2KR-train-dataset. You need to transfer the json file to CSV file and merge the two results so that you can submit it to the leaderboard.

You can run a single Expert as a simple version of our system by run run2.sh

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