OpenVisionAPI client

Overview

OpenVisionAPI Client

🚀 Getting Started

Prerequisites

Installing

Install the dependencies

$ make setup

Usage

$ source .venv/bin/activate
$ ./ova_client.py detection /path/to/image

The available options for the cli:

./ova_client.py detection --help
Usage: ova_client.py detection [OPTIONS] IMAGE

Options:
  -s, --save       Save the output image.
  -v, --visualize  Draw bounding boxes on the detected objects.
  --help           Show this message and exit.

Demo

$ make demo

Want to use httpie ?

$ pip install --user httpie
$ http -f POST https://api.openvisionapi.com/api/v1/detection  model="yolov4" [email protected]/cat.jpeg

HTTP/1.1 200 OK
Connection: keep-alive
Content-Length: 128
Content-Type: application/json
Date: Sat, 08 May 2021 18:08:03 GMT
Server: nginx
Strict-Transport-Security: max-age=31536000; includeSubdomains; preload

{
    "description": "Detected objects",
    "predictions": [
        {
            "bbox": {
                "x1": 442,
                "x2": 982,
                "y1": 199,
                "y2": 1270
            },
            "label": "cat",
            "score": "0.93"
        }
    ]
}

Configuration

The configuration can be set up using the following env variables:

DETECTION_URL : The URL to the OpenVisionAPI server. The default is https://api.openvisionapi.com/api/v1/detection

DETECTION_MODEL : The object detection model to use. The default is yolov4

RESULT_DIR : The directory where to store the result. The default is ./results

⛏️ Built Using

✍️ Author

Badr BADRI

🤝 Contributing

Your contributions are welcome !

Setting up development environment

To setup the development environment, simply run this command

$ make dev

Code-style checks

black is used for code formatting.

mypy is used for static typing.

🔧 Tests

To run the tests, simply run those commands

$ make dev
$ make test

⚖️ License

AGPLv3

Copyright © 2021 Badr BADRI @pythops

Owner
Open Vision API
Open source computer vision API based on open source models
Open Vision API
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