26 lines
911 B
Markdown
26 lines
911 B
Markdown
|
|
# Guidance to use OpenPCDet with docker
|
||
|
|
|
||
|
|
You can either build the docker image through Dockerfile or pull the docker image from dockerhub. Please make sure nvidia-docker is corretly installed.
|
||
|
|
|
||
|
|
## Build Through Dockerfile
|
||
|
|
Build docker image that support OpenPCDet through:
|
||
|
|
```shell script
|
||
|
|
docker build ./ -t openpcdet-docker
|
||
|
|
```
|
||
|
|
Note that if you would like to use dynamic voxelization, you need further install [`torch_scatter`](https://github.com/rusty1s/pytorch_scatter) package.
|
||
|
|
|
||
|
|
From this Dockerfile, the installed version of spconv is 2.x, if you would like to use spconv 1.2.1, please follow these steps:
|
||
|
|
```shell script
|
||
|
|
git clone -b v1.2.1 https://github.com/djiajunustc/spconv spconv --recursive
|
||
|
|
cd spconv
|
||
|
|
python setup.py bdist_wheel
|
||
|
|
cd ./dist
|
||
|
|
pip install *.whl
|
||
|
|
```
|
||
|
|
|
||
|
|
## Pull From Dockerhub
|
||
|
|
Run the following script to pull the docker image:
|
||
|
|
```shell script
|
||
|
|
docker pull djiajun1206/pcdet:pytorch1.6
|
||
|
|
```
|