Movatterモバイル変換


[0]ホーム

URL:


Skip to content

Navigation Menu

Sign in
Appearance settings

Search code, repositories, users, issues, pull requests...

Provide feedback

We read every piece of feedback, and take your input very seriously.

Saved searches

Use saved searches to filter your results more quickly

Sign up
Appearance settings

Solution for Waymo Motion Prediction Challenge 2022. Our implementation of MultiPath++

License

NotificationsYou must be signed in to change notification settings

stepankonev/waymo-motion-prediction-challenge-2022-multipath-plus-plus

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

4 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Our implementation ofMultiPath++

General Info:

Team behind this solution:

Stepan Konev

Code Usage:

First we need to prepare data for training. The prerender script will convert the original data format into set of.npz files each containing the data for a single target agent. Fromcode folder run

python3 prerender/prerender.py \    --data-path /path/to/original/data \    --output-path /output/path/to/prerendered/data \    --n-jobs 24 \    --n-shards 1 \    --shard-id 0 \    --config configs/prerender.yaml

Rendering is a memory consuming procedure so you may want to usen-shards > 1 and running the script a few times using consecutiveshard-id values

Once we have our data prepared we can run the training.

python3 train.py configs/final_RoP_Cov_Single.yaml

If you find this work interesting please ⭐️star and share this repo.

Citation

If you find this work useful please cite us

@misc{https://doi.org/10.48550/arxiv.2206.10041,  doi = {10.48550/ARXIV.2206.10041},  url = {https://arxiv.org/abs/2206.10041},  author = {Konev, Stepan},  keywords = {Computer Vision and Pattern Recognition (cs.CV), FOS: Computer and information sciences, FOS: Computer and information sciences},  title = {MPA: MultiPath++ Based Architecture for Motion Prediction},  publisher = {arXiv},  year = {2022},  copyright = {arXiv.org perpetual, non-exclusive license}}

Languages


[8]ページ先頭

©2009-2025 Movatter.jp