Bases: BaseRequest
Request for gaze detection inference.
Attributes:
Name |
Type |
Description |
api_key |
Optional[str]
|
|
gaze_version_id |
Optional[str]
|
The version ID of Gaze to be used for this request.
|
do_run_face_detection |
Optional[bool]
|
If true, face detection will be applied; if false, face detection will be ignored and the whole input image will be used for gaze detection.
|
image |
Union[List[InferenceRequestImage], InferenceRequestImage]
|
|
Source code in inference/core/entities/requests/gaze.py
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46 | class GazeDetectionInferenceRequest(BaseRequest):
"""Request for gaze detection inference.
Attributes:
api_key (Optional[str]): Roboflow API Key.
gaze_version_id (Optional[str]): The version ID of Gaze to be used for this request.
do_run_face_detection (Optional[bool]): If true, face detection will be applied; if false, face detection will be ignored and the whole input image will be used for gaze detection.
image (Union[List[InferenceRequestImage], InferenceRequestImage]): Image(s) for inference.
"""
gaze_version_id: Optional[str] = Field(
default=GAZE_VERSION_ID,
examples=["L2CS"],
description="The version ID of Gaze to be used for this request. Must be one of l2cs.",
)
do_run_face_detection: Optional[bool] = Field(
default=True,
examples=[False],
description="If true, face detection will be applied; if false, face detection will be ignored and the whole input image will be used for gaze detection",
)
image: Union[List[InferenceRequestImage], InferenceRequestImage]
model_id: Optional[str] = Field(None)
# TODO[pydantic]: We couldn't refactor the `validator`, please replace it by `field_validator` manually.
# Check https://docs.pydantic.dev/dev-v2/migration/#changes-to-validators for more information.
@validator("model_id", always=True, allow_reuse=True)
def validate_model_id(cls, value, values):
if value is not None:
return value
if values.get("gaze_version_id") is None:
return None
return f"gaze/{values['gaze_version_id']}"
|