README.md

The testing framework dedicated to ML models.

Detect risks of biases, performance issues and errors in your computer vision models.

Documentation • Blog • Website • Discord Community • Advisors

Supported computer vision tasks

• Facial Landmark Detection (Readme)
• Image Classification 🔜 Coming soon!

Install

pip install giskard-vision

To install the repo in dev mode

git clone https://github.com/Giskard-AI/giskard-vision.git
cd giskard-vision
pdm install -G :all
source .venv/bin/activate

Examples

In order to explore the jupyter notebook tutorials, all you need is to install the repo in dev mode and check out examples directory.

FAQ

I am getting attributeerror: module 'cv2.face' has no attribute 'createlbphfacerecognizer' when running some examples in dev mode

This is most likely due to the order in which opencv-contrib-python module is installed. The following trick should resolve the issue:

pip uninstall opencv-contrib-python
pip install opencv-contrib-python