Learn-to-Predict-How-Humans-Manipulate-Large-Sized-Objects-From-Interactive-Motions-objects

KO | EN

gitlite — search

#javascript #python #hacktoberfest #ai #android #machine-learning #linux #docker #java #cli #vue #security #openai #open-source

Learn-to-Predict-How-Humans-Manipulate-Large-Sized-Objects-From-Interactive-Motions-objects

(★ 21)

This is the repo for the paper "Learn to Predict How Humans Manipulate Large-Sized Objects From Interactive Motions"

Learn-to-Predict-How-Humans-Manipulate-Large-Sized-Objects-From-Interactive-Motions-objects Latest Version Download

Download Latest Version (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# Learn to Predict Human Manipulation of Large-Sized Objects Through Interactive Motions

Hello, welcome to our project repository!

## Dataset Access

To access our dataset, please visit this [Google Drive link](https://drive.google.com/drive/folders/174k-o7UFuIZg8BsZRbDGcAbVskKsF36r?usp=sharing).

## Visualizing Dataset Samples

To view samples from our dataset, use the following command:

python visData.py

## Obtaining SMPL Parameters

To extract SMPL parameters of human skeleton motion:

Download the dataset and place it in the `./data/` directory.
Follow the configuration settings in `render_mesh.py`.
Run the following command to utilize SMPLify ([SMPLify website](https://smplify.is.tue.mpg.de)) for extracting SMPL parameters. 
(This process may be time-consuming)

python render_mesh.py

The SMPL meshes and parameters will be saved in `./data/SAMPLE_NAME/SMPL_result/`.
To view the SMPL joint motions, use:

python visData.py --smpl_joint True

## Simulation Tool

Included in this repository is a basic simulator for testing the physical properties of various object layouts. Run it using:

python Simulator/Simulate_Demo.py

## Future Updates

Stay tuned for more materials and updates to this project.

Learn-to-Predict-How-Humans-Manipulate-Large-Sized-Objects-From-Interactive-Motions-objects

Learn-to-Predict-How-Humans-Manipulate-Large-Sized-Objects-From-Interactive-Motions-objects Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

Learn-to-Predict-How-Humans-Manipulate-Large-Sized-Objects-From-Interactive-Motions-objects

Learn-to-Predict-How-Humans-Manipulate-Large-Sized-Objects-From-Interactive-Motions-objects Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

Download README