MCPcopy Index your code
hub / github.com/Sirui-Xu/STARS

github.com/Sirui-Xu/STARS @main

Chat with this repo
repository ↗ · DeepWiki ↗ · + Follow
207 symbols 492 edges 32 files 53 documented · 26%
What it actually does AI analysis from the code graph — generated when you open this
loading…
README

Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal AnchoRS

PWC

PWC


This repo contains the official implementation of the paper:

Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors

Sirui Xu, Yu-Xiong Wang, Liang-Yan Gui

ECCV 2022 (oral)

[website] [arxiv] [demo] [poster] [slides] [talk]

Please refer to deterministic human motion prediction and diverse human motion prediction for more details.

Citation

If you find this work useful in your research, please cite:

@inproceedings{xu22stars,
  title     = {Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors},
  author    = {Xu, Sirui and Wang, Yu-Xiong and Gui, Liang-Yan},
  booktitle = {European Conference on Computer Vision (ECCV)},
  year      = {2022}
}

License

This repo is distributed under an MIT LICENSE

Core symbols most depended-on inside this repo

parents
called by 10
diverse/motion_pred/utils/skeleton.py
normalize_data
called by 8
diverse/motion_pred/utils/dataset.py
sampling_generator
called by 6
diverse/motion_pred/utils/dataset.py
create_pose
called by 4
deterministic/utils/h36_3d_viz.py
loss_function
called by 3
diverse/train_nf.py
mpjpe_error
called by 3
deterministic/utils/loss_funcs.py
get_prediction
called by 2
diverse/main.py
test
called by 2
diverse/main.py

Shape

Function 91
Method 90
Class 26

Languages

Python100%

Modules by API surface

diverse/utils/torch.py25 symbols
deterministic/utils/data_utils.py25 symbols
diverse/models/model.py14 symbols
diverse/models/LinNF.py13 symbols
deterministic/model.py13 symbols
diverse/main.py11 symbols
diverse/motion_pred/utils/skeleton.py10 symbols
diverse/utils/metrics.py8 symbols
diverse/motion_pred/utils/visualization.py7 symbols
diverse/motion_pred/utils/dataset_humaneva_multimodal.py7 symbols
diverse/motion_pred/utils/dataset_h36m_multimodal.py7 symbols
diverse/motion_pred/utils/dataset.py7 symbols

For agents

$ claude mcp add STARS \
  -- python -m otcore.mcp_server <graph>

⬇ download graph artifact