giskard-vision 0.0.5

The expansion of Giskard into testing computer vision models

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