video_stabilizer.py

import ffmpeg
from transformers import Tool

class VideoStabilizationTool(Tool):
    name = "video_stabilization_tool"
    description = """
    This tool stabilizes a video.
    Inputs are input_path, output_path, smoothing, zoom.
    Output is the output_path.
    """
    inputs = ["text", "text", "text", "text", "text"]
    outputs = ["text"]

    def __call__(
        self,
        input_path: str,
        output_path: str,
        smoothing: str = "10",
        zoom: str = "0",
        shakiness: str = "5",
    ):
        (
            ffmpeg.input(input_path)
            .output("null", vf="vidstabdetect=shakiness={}".format(int(shakiness)), f="null")
            .overwrite_output()
            .run(capture_stdout=True, capture_stderr=True)
        )
        (
            ffmpeg.input(input_path)
            .output(
                output_path,
                vf="vidstabtransform=smoothing={}:zoom={}:input={}".format(
                    int(smoothing), int(zoom), "transforms.trf"
                ),
            )
            .overwrite_output()
            .run()
        )
        return output_path