power-vision-AI-of-the-tiger 0.0.9

A package to detect falls.

Power Vision AI of the Tiger

Overview

Package created for a school project in computer vision, dedicated to detect falls in a video.

Table of Contents

• Installation
• Usage
• Training on Images
• License

Installation

Provide instructions on how to install your package. Include any dependencies that need to be installed and any special setup steps.

pip install power-vision-AI-of-the-tiger

Usage

Fork and clone the Git repo : https://github.com/aappolaire/power_vision_AI_of_the_tiger. Inside, you will find csvs with landmarks already trained on images of people falling or not falling.

You can then run the video classifier on the video of your choice.

cd power_vision_AI_of_the_tiger

python src/power_vision_AI_of_the_tiger/classify_video.py -i [path_to_input_video] -o [path_to_output_video] --path_csv_out ./results/csv_out --display

Training on images

You can train a model on new images by using : src/power_vision_AI_of_the_tiger/train.py. For more information, use the flag --help of the script :

python src/power_vision_AI_of_the_tiger/train.py --help

You can also evaluate the quality of the model using : src/power_vision_AI_of_the_tiger/evaluate.py. For more information, use the flag --help of the script :

python src/power_vision_AI_of_the_tiger/evaluate.py --help

License

This project is licensed under the GNU General Public License v2.0. See the LICENSE file for details.