Sam3 3d

Sam3_3D_Objects_InferenceRequest

Bases: BaseRequest

SAM3D inference request for 3D object generation.

Attributes:

Name	Type	Description
api_key	Optional[str]	Roboflow API Key.
image	InferenceRequestImage	The input image to be used for 3D generation.
mask_input	Any	Mask(s) in any supported format - polygon, binary mask, or RLE.

Source code in inference/core/entities/requests/sam3_3d.py

class Sam3_3D_Objects_InferenceRequest(BaseRequest):
    """SAM3D inference request for 3D object generation.

    Attributes:
        api_key (Optional[str]): Roboflow API Key.
        image (InferenceRequestImage): The input image to be used for 3D generation.
        mask_input: Mask(s) in any supported format - polygon, binary mask, or RLE.
    """

    image: InferenceRequestImage = Field(
        description="The input image to be used for 3D generation.",
    )

    mask_input: Any = Field(
        description="Mask input in any supported format: "
        "polygon [x1,y1,x2,y2,...], binary mask (base64), RLE dict, or list of these.",
    )

    model_id: Optional[str] = Field(
        default="sam3-3d-objects", description="The model ID for SAM3_3D."
    )

    output_meshes: Optional[bool] = Field(
        default=True,
        description="SAM3 3D always outputs object gaussians, and can optionally output object meshes if output_meshes is True.",
    )

    output_scene: Optional[bool] = Field(
        default=True,
        description="Output the combined scene reconstruction in addition to individual object reconstructions.",
    )

    with_mesh_postprocess: Optional[bool] = Field(
        default=True, description="Enable mesh postprocessing."
    )

    with_texture_baking: Optional[bool] = Field(
        default=True, description="Enable texture baking for meshes."
    )

    use_distillations: Optional[bool] = Field(
        default=False, description="Use the distilled versions of the model components."
    )

    @validator("model_id", always=True)
    def validate_model_id(cls, value):
        if value is not None:
            return value
        return "sam3-3d-objects"