404-base-miner

Image to 3D miner based on Microsoft Trellis Image-To-3D Model that is fully commercially ready to use.

Hardware Requirements

To run this generator you will need a GPU with at least 24 GB of VRAM. It can work with GPUs from NVIDIA Blackwell family, including Geforce 5090 RTX.

Software Requirements

• latest docker package (we provide docker file in "docker" folder) or latest conda environment (we provide "conda_env.yml");
• NVIDIA GPU with cuda 12.8 support
• python 3.11

Installation

• Docker (building & pushing to remote register):

cd /docker
docker build --build-arg GITHUB_USER="" --build-arg GITHUB_TOKEN="" -t docker_name:docker-tag .
docker tag docker_name:docker-tag docker-register-path:docker-register-name
docker push docker-register-path:docker-register-name   

• Conda Env. (shell script will install everything you need to run the project):

bash setup_env.sh

How to run:

• Docker (run locally):

docker run --gpus all -it docker_name:docker-tag bash

# outside docker
curl -X POST "http://0.0.0.0:10006/generate" -F "prompt_image_file=@/path/to/your/image.png" > model.ply

• Conda Env.:

# start pm2 process
pm2 start generation.config.js

# view logs
pm2 logs

# send prompt image
curl -X POST "http://0.0.0.0:10006/generate" -F "prompt_image_file=@/path/to/your/image.png" > model.ply