Comments (1)
FROM nvidia/cuda:11.1-cudnn8-devel-ubuntu20.04
### Deal with cuda keyring problem
RUN rm /etc/apt/sources.list.d/cuda.list
RUN rm /etc/apt/sources.list.d/nvidia-ml.list
RUN apt-key del 7fa2af80
RUN apt-get update && apt-get install -y --no-install-recommends wget
RUN wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/cuda-keyring_1.0-1_all.deb
RUN dpkg -i cuda-keyring_1.0-1_all.deb
### install python3 and opencv requires
RUN DEBIAN_FRONTEND=noninteractive apt-get update --fix-missing --no-install-recommends && \
DEBIAN_FRONTEND=noninteractive apt-get install python3.8 python3-pip nano libsm6 \
libxext6 libxrender-dev libgl1-mesa-glx libglib2.0-0 python3-tk qt5-default curl git nano htop -y && \
apt-get clean && \
rm -rf /var/lib/apt/lists/*
### install common packages, some not necessary for this repo
RUN pip3 install -U pip && \
pip3 install future -U && \
pip3 install tensorflow pandas matplotlib numpy \
pillow opencv-python scikit-image numba tqdm \
cython fire easydict cityscapesscripts pyquaternion \
nuscenes-devkit onnx pytest synology-api flake8 mypy pygame
### cuda - torch - torchvision
ARG CUDA_VER="111"
ARG TORCH_VER="1.9.1"
ARG VISION_VER="0.10.1"
RUN pip3 install torch==${TORCH_VER}+cu${CUDA_VER} torchvision==${VISION_VER}+cu${CUDA_VER} -f https://download.pytorch.org/whl/torch_stable.html
RUN pip3 install kornia
RUN pip3 install torch_scatter -f https://data.pyg.org/whl/torch-{TORCH}+cu{CUDA}
from visualdet3d.
Related Issues (20)
- Pretrained weights HOT 2
- cpu HOT 1
- Training on custom dataset with shifted camera angle HOT 1
- Template problem HOT 4
- Mismatch between 2D bbox and projected 3D bbox after affine transformation HOT 2
- Support for mono 3D random resize augmentation HOT 4
- A problem with pretrain dla model HOT 6
- Preprocessing another data HOT 7
- How to Create Custom DATA Like Kitti HOT 1
- How to build ops (deform convs and iou3d)?
- 运行./launchers/det_precompute.sh config/Stereo3D.py train时报错 HOT 5
- 请问大佬使用的双目匹配方法和stereo3d.md文件的作用 HOT 3
- 请问作者有没有检测视频和摄像头的代码 HOT 2
- About lack of dataset HOT 2
- which datasets to download?
- Inference on Nuscenes HOT 1
- The Version of pytorch /cuda HOT 1
- 自制的KITTI数据集训练闪退问题 HOT 3
- Problem with allocating memory (CUDA out of memory) HOT 2
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from visualdet3d.