moovs-business 0.0.0

Empower your software with advanced object detection, human pose estimation, and real-time multi-object tracking to revolutionize how you interact with the physical world.

moovs-business

moovs-business is a powerful Python package that empowers software with advanced capabilities in object detection, human pose estimation, and real-time multi-object tracking. This package is designed to revolutionize how applications interact with the physical world by providing easy-to-integrate tools for analyzing video content.

Features

• Object Detection: Detect objects with precision focusing on people.
• Multi-Object Tracking: Track multiple objects over time in a video stream.
• Human Pose Estimation: Analyze human figures to estimate body poses.

Installation

To use moovs-business, you will need Python 3.7 or later. Install the package using pip:

pip install moovs_business

Configuration

Before you begin, ensure you have a valid MOOVS_BUSINESS_API_KEY configured in your environment variables. This is necessary for making requests to the remote services provided by the package.

Usage

The package is designed to be used asynchronously. Here are some example scripts for each of the main features:

Object Detection

from moovs_business import DetectionFlow, QVideo
import asyncio

async def main():
    detector = DetectionFlow()
    video = QVideo("assets/surfing.mp4")
    bbox_sequence = await detector(video)
    await bbox_sequence.view(video, "output.mp4")

asyncio.run(main())

Multi-Object Tracking

from moovs_business import TrackingFlow, QVideo
import asyncio

async def main():
    tracking = TrackingFlow()
    video = QVideo("assets/simple-crowd.mp4")
    track_data = await tracking(video)
    await track_data.view(video, "output.mp4")

asyncio.run(main())

Human Pose Estimation

import asyncio
from moovs_business import PoseFlow, QVideo

async def main():
    pose_estimator = PoseFlow()
    video = QVideo("assets/surfing.mp4")
    pose_data = await pose_estimator(video)
    await pose_data.view(video, "surfing_ai.mp4")

asyncio.run(main())

Contributing

Contributions are welcome! Feel free to open a pull request or an issue if you have suggestions or need help.