mirror of
https://github.com/PaddlePaddle/FastDeploy.git
synced 2025-10-31 20:02:53 +08:00
42 lines
1.6 KiB
Python
42 lines
1.6 KiB
Python
# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
|
|
#
|
|
# Licensed under the Apache License, Version 2.0 (the "License");
|
|
# you may not use this file except in compliance with the License.
|
|
# You may obtain a copy of the License at
|
|
#
|
|
# http://www.apache.org/licenses/LICENSE-2.0
|
|
#
|
|
# Unless required by applicable law or agreed to in writing, software
|
|
# distributed under the License is distributed on an "AS IS" BASIS,
|
|
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
# See the License for the specific language governing permissions and
|
|
# limitations under the License.
|
|
|
|
import fastdeploy as fd
|
|
import cv2
|
|
import os
|
|
import numpy as np
|
|
import runtime_config as rc
|
|
|
|
def test_facealignment_pfld():
|
|
model_url = "https://bj.bcebos.com/paddlehub/fastdeploy/pfld-106-lite.onnx"
|
|
input_url = "https://bj.bcebos.com/paddlehub/fastdeploy/facealign_input.png"
|
|
output_url = "https://bj.bcebos.com/paddlehub/fastdeploy/result_landmarks.npy"
|
|
fd.download(model_url, "resources")
|
|
fd.download(input_url, "resources")
|
|
fd.download(output_url, "resources")
|
|
model_path = "resources/pfld-106-lite.onnx"
|
|
# use ORT
|
|
model = fd.vision.facealign.PFLD(model_path, runtime_option=rc.test_option)
|
|
|
|
# compare diff
|
|
im = cv2.imread("resources/facealign_input.png")
|
|
for i in range(2):
|
|
result = model.predict(im)
|
|
expect = np.load("resources/result_landmarks.npy")
|
|
|
|
diff = np.fabs(np.array(result.landmarks) - expect)
|
|
thres = 1e-04
|
|
assert diff.max() < thres, "The diff is %f, which is bigger than %f" % (
|
|
diff.max(), thres)
|