This repository contains the code for model introduced in IEEE Robotics and Automation Letters [paper] (https://ieeexplore.ieee.org/document/9394718).
It requires that you download the data from [(coming soon)]. or contact authors for multi-touch dataset. (We append a sampled single touch dataset that can be used to train our model)
conda create -n LoMP python=3.6
pip3 install torch torchvision torchaudio
conda install
pip install -U scikit-learn
pip install pandas
pip install matplotlib
Next, make sure to update the path to where you sotred the data in train_test_.py file
With running train_test_passing_single_new.py file, you can simply type
python train_test_passing_single_new.py
This loads a single touch dataset to train and test our dataset.
Before you run the code, please make sure that you uncomment double touch loading code in train_test_passing_single_new.py file. Since the volume for multi touch dataset is huge, please make a contact or access NMAIL database to download the multi-touch dataset.