renom_img.api.inference ¶

class Detector ( url='http://localhost' , port='8080' ) ¶

Bases: object

This class allows you to pull models trained in the ReNomIMG GUI.

Parameters:	url ( string ) – The running ReNomIMG server URL. port ( string ) – The running ReNomIMG server port number.

model_info ¶

This function returns information of pulled model.

Example

               >>> from renom_img.api.inference.detector import Detector
>>> detector = Detector()
>>> detector.pull()
>>> print(detector.model_info)

              

predict ( img_list ) ¶

Perform prediction for the given image.

Parameters:	img_list ( string , list , ndarray ) – Path to the image, list of path or ndarray can be passed.

Example

               >>> from renom_img.api.inference.detector import Detector
>>> detector = Detector()
>>> detector.pull()
>>> detector.predict(path_to_image)
{
  {'box':[0.2, 0.1, 0.5, 0.3], 'class':0, 'name': 'dog', 'score':0.5}
}

              

pull ( ) ¶

Pull trained weights from ReNomIMG server. Trained weight will be downloaded into current directory.

Example

               >>> from renom_img.api.inference.detector import Detector
>>> detector = Detector()
>>> detector.pull()

              