The model predicts the pose of a human head in an image. In cases when you want to find out what direction the head is facing, this model will give you all the information. More specifically, it concerns the prediction of the Euler angles of a human head. The Euler angles consist of the following three values: yaw, pitch, and roll.

Head Pose Estimation

This model detects all the faces in an image, then takes each detected face as an input to analyze the pose of the head based on the data obtained through a face detection system. It uses facial landmark models, such as eye corners, nose tip, and/or face appearance models.

Input type

For the input image, the following extensions are supported: JPG, JPEG, and PNG. The maximum image size is 1920x1080.

Result example

[
    {
        "probability": 0.9999996423721313,
        "rectangle": {
            "left": 89.36750197336077,
            "top": 57.552113214756055,
            "right": 293.84930589000385,
            "bottom": 350.8455882774045
        },
        "direction": {
            "yaw": 0.9754817470297894,
            "pitch": -1.840920759566032,
            "roll": 0.9923179751837665
        }
    }
]

Result interpretation

The output is a list of dictionaries that include the coordinates of all the faces and the probabilities of detection.
The location of the detected face is presented as the top-left and bottom-right pixel coordinates of the frame.
In the corresponding dictionary of a face, there are values for yaw, pitch, and roll angles for each detected face.

Possible errors

While analyzing your content, you may encounter the errors listed below:

400 - Bad Request
404 - Not Found
408 - Request Timeout
415 - Unsupported Media Type
422 - Unprocessable Entity
500 - Internal Server Error
501 - Not Implemented
502 - Bad Gateway
503 - Service Unavailable
504 - Gateway Timeout

In case of any errors, please send the details to this email: info@smartclick.ai.

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Contacts

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