Python Face Pad Example

Python PadRGB Example

Initialize pad RGB model

from oneML import faceAPI as api
pad = api.FacePad(API.PadType_Rgb)

Initialize pad RGB model with licensing

from oneML import faceAPI as api
license_manager = api.LicenseManager()
license_manager.set_key("LICENSE_KEY_VALUE_HERE")
license_manager.activate_key()
pad = api.FacePad(api.PadType_Rgb, license_manager)

Read input as numpy array

img = np.array(cv2.cvtColor(cv2.imread(image_path), cv2.COLOR_BGR2RGB), dtype=np.uint8)
imgs = np.expand_dims(img, axis=0)

Run the model

results = pad.classify(imgs)

or

result = pad.classify(img)

And get the output

spoof_prob = result.get_spoof_prob()
is_spoof = result.is_spoof()
status = result.get_return_status()

Python PadPaper Example

Initialize pad paper model

from oneML import faceAPI as api
pad = api.FacePad(api.PadType_Paper)

Initialize pad paper model with licensing

from oneML import faceAPI as api
license_manager = api.LicenseManager()
license_manager.set_key("LICENSE_KEY_VALUE_HERE")
license_manager.activate_key()
pad = api.FacePad(api.PadType_Paper, license_manager)

Read input as numpy array

img = np.array(cv2.cvtColor(cv2.imread(image_path), cv2.COLOR_BGR2RGB), dtype=np.uint8)
imgs = np.expand_dims(img, axis=0)

Run the model

results = pad.classify(imgs)

or

result = pad.classify(img)

And get the output

spoof_prob = result.get_spoof_prob()
is_spoof = result.is_spoof()
status = result.get_return_status()