dora-rs
/
dora
Not watched
1
0
Fork 0
Code
Releases 124 Wiki evaluate Activity
Issues 0 Pull Requests 0 Datasets Model Cloudbrain HPC
You can not select more than 25 topics Topics must start with a chinese character,a letter or number, can include dashes ('-') and can be up to 35 characters long.
1862 Commits
57 Branches
16 MB
7670 Download
 
 
 
 
 
 
Tree: 05f919e06c
Branches Tags
${ item.name }
Create branch ${ searchTerm }
from '05f919e06c'
${ noResults }
haixuanTao 05f919e06c Use cli to spawn daemon run-dataflow to avoid confused exe path 2 years ago
.github Keep release as zip 2 years ago
apis Remove unused dependencies for faster compile time 2 years ago
binaries Fix multiple daemon example 2 years ago
docs/src adding latency image 2 years ago
examples Use cli to spawn daemon run-dataflow to avoid confused exe path 2 years ago
libraries Remove unused dependencies for faster compile time 2 years ago
.gitignore Replace yolov5 with yolov8 2 years ago
CONTRIBUTING.md Adding Discord reference 2 years ago
Cargo.lock Adding ctrlc back to their individual repo 2 years ago
Cargo.toml Bump to version 0.3.1 2 years ago
Changelog.md Bump to 0.3.1-rc6 2 years ago
LICENSE Update License/copyright section 2 years ago
NOTICE.md Add a basic NOTICE.md to clarify the used licensing term 3 years ago
README.md Bump to version 0.3.1 2 years ago
rust-toolchain.toml Bump rust toolchain to use `stdsimd` feature on 1.72. 2 years ago

README.md

Website | Python API - Rust API | Guide | Discord

Why dora-rs?

In 2023, AI is booming! Robotic framework however hasn't changed much in years... This is why we create dora-rs! dora-rs is a new robotic framework that brings modernity into robotic application.

dora-rs can already show impressive performance, up to 17x speedup compared to ROS2 in Python! This is the result of using our own shared memory server and Apache Arrow to achieve zero copy!

Those performance improvements make a world of difference for beginners, AI practitioners, and weekend hobbyists who have been limited by the lack of support for Python in this field!

But, dora-rs is still experimental and we're still working on many features such as:

  • dora-ros2-bridge to bridge dora and ros 2!
  • dora-rs for Deep Learning applications, to make it easy to integrate state of the art DL model and hopefully train them within the framework.

Feel free to reach out if you have any questions!

Installation

Quickest way:

cargo install dora-cli
cargo install dora-coordinator
cargo install dora-daemon
pip install dora-rs ## For Python API

dora --help

For more installation guideline, check out our installation guide here: https://dora.carsmos.ai/docs/guides/Installation/installing

Getting Started

  1. Install the example python dependencies:
pip install -r https://raw.githubusercontent.com/dora-rs/dora/v0.3.1/examples/python-operator-dataflow/requirements.txt
  1. Get some example operators:
wget https://raw.githubusercontent.com/dora-rs/dora/v0.3.1/examples/python-operator-dataflow/webcam.py
wget https://raw.githubusercontent.com/dora-rs/dora/v0.3.1/examples/python-operator-dataflow/plot.py
wget https://raw.githubusercontent.com/dora-rs/dora/v0.3.1/examples/python-operator-dataflow/utils.py
wget https://raw.githubusercontent.com/dora-rs/dora/v0.3.1/examples/python-operator-dataflow/object_detection.py
wget https://raw.githubusercontent.com/dora-rs/dora/v0.3.1/examples/python-operator-dataflow/dataflow.yml
  1. Start the dataflow
dora up
dora start dataflow.yml --attach --hot-reload

Make sure to have a webcam

To stop your dataflow, you can use ctrl+c

To go further, you can add a yolov5 operator, check out our getting started here: https://dora.carsmos.ai/docs/guides/getting-started/yolov5

Documentation

The full documentation is available on our website: https://dora.carsmos.ai

Discussions

Our main communication channels are:

Feel free to reach out on any topic, issues or ideas.

We also have a contributing guide.

License

This project is licensed under Apache-2.0. Check out NOTICE.md for more information.

Delete task

Are you sure you want to delete this task? Once this task is deleted, it cannot be recovered.

cancel
confirm

DORA (Dataflow-Oriented Robotic Architecture) is middleware designed to streamline and simplify the creation of AI-based robotic applications. It offers low latency, composable, and distributed datafl

Rust Python TOML Markdown C other