项目架构调整,模型全部采用接口调用

This commit is contained in:
2024-09-25 14:46:37 +08:00
parent 7647df7d74
commit b8c1202957
25 changed files with 467 additions and 222 deletions

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import cv2
import numpy as np
import paddle
from . import DOC_TR
from .utils import to_tensor, to_image
def dewarp_image(image):
img = cv2.resize(image, (288, 288)).astype(np.float32)
y = to_tensor(image)
img = np.transpose(img, (2, 0, 1))
bm = DOC_TR.run(None, {'image': img[None,]})[0]
bm = paddle.to_tensor(bm)
bm = paddle.nn.functional.interpolate(
bm, y.shape[2:], mode='bilinear', align_corners=False
)
bm_nhwc = np.transpose(bm, (0, 2, 3, 1))
out = paddle.nn.functional.grid_sample(y, (bm_nhwc / 288 - 0.5) * 2)
return to_image(out)