Python SemanticSegmentation.load_from_checkpoint Beispiele

Beispiel #1

Datei: inference_server.py Projekt: kaushikb11/lightning-flash

# Copyright The PyTorch Lightning team.
#
# 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.
from flash.image import SemanticSegmentation

model = SemanticSegmentation.load_from_checkpoint(
    "https://flash-weights.s3.amazonaws.com/semantic_segmentation_model.pt")
model.serve()

Beispiel #2

def test_load_from_checkpoint_dependency_error():
    with pytest.raises(ModuleNotFoundError,
                       match=re.escape("'lightning-flash[image]'")):
        SemanticSegmentation.load_from_checkpoint("not_a_real_checkpoint.pt")