Cats Recognition with Pipeless

This example contains a Pipeless stage to recognize cats.

Requirements

pip install opencv-python

pipeless init my-project --template empty # Using the empty template we avoid the interactive shell
cd my-project

Feel free to change my-project by any name you want.

wget -O - https://github.com/pipeless-ai/pipeless/archive/main.tar.gz | tar -xz --strip=2 "pipeless-main/examples/cats"

Update the line highlighted below to the actual path in your system (use an absolute path):

init.py

def init():
    return {
        'model': cv2.CascadeClassifier('/home/path/my-project/cats/cats.xml')
    }

The following command leaves Pipeless running on the current terminal

pipeless start --stages-dir .

Open a new terminal and run:

pipeless add stream --input-uri "https://pipeless-public.s3.eu-west-3.amazonaws.com/cats.mp4" --output-uri "screen" --frame-path "cats"