model.yml

# Copyright (c) 2022 Intel Corporation
#
# 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.

description: >-
  This is a TensorFlow* version of "densenet-121" model, one of the DenseNet group
  of models designed to perform image classification. For details, see TensorFlow*
  API docs <https://www.tensorflow.org/api_docs/python/tf/keras/applications/DenseNet121>,
  repository <https://github.com/tensorflow/tensorflow> and paper <https://arxiv.org/abs/1608.06993>.
task_type: classification
files:
  - name: densenet121_weights_tf_dim_ordering_tf_kernels.h5
    size: 33188688
    checksum: dcd6d36f6b07e0843ee35b1dce2c587204c8816d6ba25b7e1dbf2dc25fe2b51f49a2b9327579ce07904575f9325be8b6
    original_source: https://storage.googleapis.com/tensorflow/keras-applications/densenet/densenet121_weights_tf_dim_ordering_tf_kernels.h5
    source: https://storage.openvinotoolkit.org/repositories/open_model_zoo/public/2022.1/densenet-121-tf/densenet121_weights_tf_dim_ordering_tf_kernels.h5
model_optimizer_args:
  - --reverse_input_channels
  - --input_shape=[1,224,224,3]
  - --input=input_1
  - --layout=input_1(NHWC)
  - --mean_values=input_1[123.68,116.78,103.94]
  - --scale_values=input_1[58.395,57.12,57.375]
  - --output=StatefulPartitionedCall/densenet121/predictions/Softmax
  - --saved_model_dir=$conv_dir/densenet-121.savedmodel
framework: tf
quantizable: true
license: https://raw.githubusercontent.com/tensorflow/tensorflow/master/LICENSE