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ALOHA ATM

This is the documentation for our praktikum and seminar "Deep Learning in Robotics".

Setup

  • clone the repo
  • cd aloha_atm
  • conda create -f environment.yml
  • conda activate aloha_atm
  • python3 scripts/preprocess_aloha.py

Changes from original ATM

  • cotracker3 instead of cotracker2 (loading issues)

IMPORTANT

  • don't touch libero folder

PROCEDURE

  • preprocess_aloha
  • split_aloha_dataset
  • train_aloha_track_transformer
  • train_aloha_policy
  • eval_policy_network / merge_videos

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  • Python 99.8%
  • Shell 0.2%