05360171创建于 2022年3月18日历史提交
#Copyright 2021 Huawei Technologies Co., Ltd
#
# 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.
# ============================================================================
# config.py

cfg_mnet = {
    'name': 'mobilenet0.25',
    'min_sizes': [[16, 32], [64, 128], [256, 512]],
    'steps': [8, 16, 32],
    'variance': [0.1, 0.2],
    'clip': False,
    'loc_weight': 2.0,
    'gpu_train': True,
    'batch_size': 32,
    'ngpu': 1,
    'epoch': 250,
    'decay1': 190,
    'decay2': 220,
    'image_size': 640,
    'pretrain': True,
    'return_layers': {'stage1': 1, 'stage2': 2, 'stage3': 3},
    'in_channel': 32,
    'out_channel': 64
}

cfg_re50 = {
    'name': 'Resnet50',
    'min_sizes': [[16, 32], [64, 128], [256, 512]],
    'steps': [8, 16, 32],
    'variance': [0.1, 0.2],
    'clip': False,
    'loc_weight': 2.0,
    'gpu_train': True,
    'batch_size': 96,
    'ngpu': 8,
    'epoch': 100,
    'decay1': 70,
    'decay2': 90,
    'image_size': 840,
    'pretrain': True,
    'return_layers': {'layer2': 1, 'layer3': 2, 'layer4': 3},
    'in_channel': 256,
    'out_channel': 256
}