caMouse - Hand gestures recognition model for remote mouse controlling

Authors

• Erik Terres
• Lander San Millán

Launch the app

Locate at the base folder of the project and execute:

pip install -r requirements.txt
python src/DataCheckApp.py

Model training

The hand gesture recognition model makes use of the 'hand_dataset.csv' located on the folder data, if you want to re-train the model, delete all the rows of the file excepting the first. The model can be easily trained by selecting a gesture on the app and using the 'Capture' button for saving the actual instance of the hand labeled.

Available gestures

• Left & Right Click
• Mouse Move
• Scroll Up & Down
• Zoom In & Out
• Change Window