RealDenseFace / common /types.py
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Update RealDenseFace image reconstruction demo
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from __future__ import annotations
from dataclasses import dataclass
import numpy as np
import torch
@dataclass(slots=True)
class InferenceOutput:
vertex_coord: np.ndarray | torch.Tensor
vertex_coord_log_var: np.ndarray | torch.Tensor
vertex_depth: np.ndarray | torch.Tensor
vertex_depth_log_var: np.ndarray | torch.Tensor
face_bbox: np.ndarray
image_width: int
image_height: int
frame_valid: np.ndarray | torch.Tensor | None = None
@dataclass(slots=True)
class OnlineInferenceOutput:
vertex_coord: torch.Tensor
vertex_coord_log_var: torch.Tensor
vertex_depth: torch.Tensor
vertex_depth_log_var: torch.Tensor
face_bbox: np.ndarray
image_width: int
image_height: int
frame_rgba: torch.Tensor
@dataclass(slots=True)
class FittingOutput:
identity: torch.Tensor
x: torch.Tensor
pose_x: torch.Tensor | None = None
camera_fov_y: float | None = None
per_frame_views: list[list[int]] | None = None
frame_reliable: np.ndarray | torch.Tensor | None = None
register_keyframes: list | None = None