svjack/ControlNet-Pose-Chinese

1import numpy as np2import cv23import os4 5 6annotator_ckpts_path = os.path.join(os.path.dirname(__file__), 'ckpts')7 8 9def HWC3(x):10    assert x.dtype == np.uint811    if x.ndim == 2:12        x = x[:, :, None]13    assert x.ndim == 314    H, W, C = x.shape15    assert C == 1 or C == 3 or C == 416    if C == 3:17        return x18    if C == 1:19        return np.concatenate([x, x, x], axis=2)20    if C == 4:21        color = x[:, :, 0:3].astype(np.float32)22        alpha = x[:, :, 3:4].astype(np.float32) / 255.023        y = color * alpha + 255.0 * (1.0 - alpha)24        y = y.clip(0, 255).astype(np.uint8)25        return y26 27 28def resize_image(input_image, resolution):29    H, W, C = input_image.shape30    H = float(H)31    W = float(W)32    k = float(resolution) / min(H, W)33    H *= k34    W *= k35    H = int(np.round(H / 64.0)) * 6436    W = int(np.round(W / 64.0)) * 6437    img = cv2.resize(input_image, (W, H), interpolation=cv2.INTER_LANCZOS4 if k > 1 else cv2.INTER_AREA)38    return img39