Inference models for Pixano
Under active development, subject to API change
Pixano is an open-source tool by CEA List for exploring and annotating your dataset using AI features like smart segmentation and semantic search.
Pixano Inference provides the AI models like SAM and CLIP that power those features, as well as a PyTorch and TensorFlow models for pre-annotating your datasets.
As Pixano and Pixano Inference require specific versions for their dependencies, we recommend creating a new Python virtual environment to install them.
For example, with conda:
conda create -n pixano_env python=3.10
conda activate pixano_envThen, you can install Pixano Inference inside that environment with pip:
pip install pixano-inferenceAs it is a requirement of Pixano Inference, Pixano will automatically be downloaded if it is not already installed.
Please refer to these notebooks for information on how to use the models provided by Pixano Inference.
Please refer to the CONTRIBUTING.md for information on running Pixano locally and guidelines on how to publish your contributions.
Pixano Inference is licensed under the CeCILL-C license.