dataset

DiffusionTrajectoryPlanner

AntonioAlgaida

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Overview

Name
DiffusionTrajectoryPlanner
Source
AntonioAlgaida
Episodes
0
Robot count
0
Format
other
Description
A PyTorch implementation of a conditional Denoising Diffusion Probabilistic Model (DDPM) for multi-modal trajectory prediction. This project trains a U-Net on the Waymo Open Motion Dataset to generate plausible, human-like driving behaviors by denoising trajectories from pure Gaussian noise.
Robots used
null

Links

HuggingFace dataset
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