Repository of shareable ChimeraPy pipelines
ChimeraPy is a Scientific, Distributed Computing Framework for Real-time Multimodal Data Retrieval and Processing. This is a repository of sharable ChimeraPy
pipelines, with various Node implementations and Orchestrator
configurations.
For a basic installation, clone the repository and install the requirements:
$ git clone https://github.com/ChimeraPy/Pipelines.git
$ cd Pipelines
$ pip install .
This repository contains several sub-projects with specific dependencies.
The mf_sort_tracking
package provides an integration for the MF-SORT
tracking algorithm with ChimeraPy
.
To install the dependencies for this package, run the following command:
$ pip install ".[mfsort]"
Example configurations for this package are available in the configs/mf_sort
directory. To run an example configuration out of the box, run the following command:
$ cp-orchestrator orchestrate --config configs/mf_sort/single_tracker_local_http.json
Modify the configurations as needed to run on your system.
The embodied
package provides an integration for the EmbodiedLearningProject
with ChimeraPy
.
To install the dependencies for this package, run the following command:
$ pip install ".[embodied]"
Example configurations for this package are available in the configs/embodied
directory. To run an example configuration out of the box, run the following command:
$ cp-orchestrator orchestrate --config configs/embodied/gaze_processing.json
Modify the configurations as needed to run on your system.
The yolov8
package provides an integration for the YoloV8
with ChimeraPy
.
To install the dependencies for this package, run the following command:
$ pip install ".[yolov8]"
Example configurations for this package are available in the configs/pose
directory. To run an example configuration out of the box, run the following command:
$ cp-orchestrator orchestrate --config configs/pose/multi_pose_demo.json
Contributions are welcomed! Our Developer Documentation should provide more details in how ChimeraPy works and what is in current development.
ChimeraPy and ChimeraPy/Pipelines uses the GNU GENERAL PUBLIC LICENSE, as found in LICENSE file.
This project is supported by the National Science Foundation under AI Institute Grant No. DRL-2112635.