object_detection.py 1.1 KB

12345678910111213141516171819202122232425262728293031323334
  1. # copyright (c) 2024 PaddlePaddle Authors. All Rights Reserve.
  2. #
  3. # Licensed under the Apache License, Version 2.0 (the "License");
  4. # you may not use this file except in compliance with the License.
  5. # You may obtain a copy of the License at
  6. #
  7. # http://www.apache.org/licenses/LICENSE-2.0
  8. #
  9. # Unless required by applicable law or agreed to in writing, software
  10. # distributed under the License is distributed on an "AS IS" BASIS,
  11. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  12. # See the License for the specific language governing permissions and
  13. # limitations under the License.
  14. from .base import BasePipeline
  15. class DetPipeline(BasePipeline):
  16. """Det Pipeline"""
  17. entities = "object_detection"
  18. def __init__(self, model, batch_size=1, device="gpu", predictor_kwargs=None):
  19. super().__init__(predictor_kwargs)
  20. self._predict = self._create_predictor(
  21. model, batch_size=batch_size, device=device
  22. )
  23. def predict(self, x):
  24. self._check_input(x)
  25. yield from self._predict(x)
  26. def _check_input(self, x):
  27. pass