👁️📦 VSenseBox#
VSenseBox is a small all-in-one Python toolbox filled with many vision/visual sensing modules such as object detectors and object trackers, etc. These modules are well integrated together and can be easily selected and configurated with minimal coding.
Integrate with popular object detectors including YOLO v3, v4, v5, v8, v9, v10, v11 and more.
Integrate with bbox trackers including Centroid, SORT, DeepSORT, and more TBA.
Support Python 3.9-3.12 on Windows, Linux, and macOS.
Support YAML config file for each individual module.
Integrate with PyQt GUI for easy config.
Structure of VSenseBox#
vsensebox ............................ Root
├───config ........................... Internal config directory
│ │ __init__.py
│ ├───detectors .................... Internal config directory for all detectors
│ │ *.yaml ................... Internal config files of supported detectors
│ ├───trackers ..................... Internal config directory for all trackers
│ │ *.yaml ................... Internal config file for supported trackers
│ └───strings
│ strings.yaml ............. Internal config file for unified strings
├───data ............................. Internal data directory, vsensebox-data module
│ ├───datasets ..................... Directory for supported datasets
│ ├───detectors .................... Directory for detectors' models/weights
│ ├───trackers ..................... Directory for trackers' models/weights
│ └───logs ......................... Directory for logs
├───gui .............................. GUI module
├───modules .......................... All supported modules
│ │ __init__.py
│ ├───detectors .................... All supported detectors
│ │ __init__.py
│ └───trackers ..................... All supported trackers
│ __init__.py
├───vsense ........................... VSense
│ __init__.py
└───utils ............................ Utilities including visualization, etc.
__init__.py