Social Diffusion

Open-source re-implementation for ICCV23 "Social Diffusion: Long-term Multiple Human Motion Anticipation". This repo contains a re-implementation of:

• base model presented in the paper (Gamma_|E).
• NDMS evaluation
• SSCP evaluation

Results on Haggling:

Usage

Clone this repository and download the Haggling dataset as described in the data folder. Install all required libraries using

pip install -r requirements.txt

Train the model using:

python train_haggling.py

Evaluate NDMS as follows:

python eval_haggling_ndms.py

Evaluate our proposed SSCP as follows:

python eval_haggling_sscp.py