Open Vision API

Open source computer vision API based on open source models

Github Demo Docs
web

HTTP based API

Support multiple Deep Learning frameworks

TensorFlow, Tensorflow lite, PyTorch

Support multiple hardware accelerators

CPU, GPU, egdeTPU

Based on open source models

YOLO, EFFICIENTDET, SSD ...

Demo

Command line

             
$ curl -X POST https://api.openvisionapi.com/api/v1/detection \
  -F "model=yolov4" \
  -F "image=@images/cat.jpeg"

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

Visualize the result

             
$ git clone https://github.com/openvisionapi/ova-client.git
$ cd ova-client
$ make setup
$ make demo
             
         
...
openvisionapi
Copyright ©2021 Badr BADRI @pythops