deepvisiontools 0.1.0

Overlay of PyTorch to generalize trainning and inference processes for detection, instance segmentation and semantic segmentation tasks.

deepvisiontools

Torch overlay for trainning and inference processes for object detection & instance segmentation tasks.

💪 Context

deepvisiontools is developped by INRAE (french National Research Institute for Agriculture, Food and the Environment) and in PHENOME-EMPHASIS project.

Citations

deepvisiontools provide models wrapper that allow you to use differents models with all machinery available. It is the resposability of the user to cite properly the actual model developpers. In particular, if using one of these models : Yolo, SMP please cite the actual models developpers (which are not deepvisiontools). For instance for Yolo, please cite ultralytics (https://www.ultralytics.com/) or for SMP cite https://github.com/qubvel-org/segmentation_models.pytorch
Similar stands for other models.

Documentation

All documentation about deepvisiontools, including tutorials, can be found at : https://deepvisiontools.readthedocs.io/en/latest/

Installation

We have tested deepvisiontools for python versions between 3.11.9 and 3.12.9

pip install deepvisiontools

License

GNU Affero General Public License v3 or later (AGPLv3+) (AGPL-3.0).