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# ------------------------------------------------------------------------------
# Copyright (c) Microsoft
# Licensed under the MIT License.
# Written by Bin Xiao ([email protected])
# ------------------------------------------------------------------------------
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from yacs.config import CfgNode as CN
# pose_resnet related params
POSE_RESNET = CN()
POSE_RESNET.NUM_LAYERS = 50
POSE_RESNET.DECONV_WITH_BIAS = False
POSE_RESNET.NUM_DECONV_LAYERS = 3
POSE_RESNET.NUM_DECONV_FILTERS = [256, 256, 256]
POSE_RESNET.NUM_DECONV_KERNELS = [4, 4, 4]
POSE_RESNET.FINAL_CONV_KERNEL = 1
POSE_RESNET.PRETRAINED_LAYERS = ['*']
# pose_multi_resoluton_net related params
POSE_HIGH_RESOLUTION_NET = CN()
POSE_HIGH_RESOLUTION_NET.PRETRAINED_LAYERS = ['*']
POSE_HIGH_RESOLUTION_NET.STEM_INPLANES = 64
POSE_HIGH_RESOLUTION_NET.FINAL_CONV_KERNEL = 1
POSE_HIGH_RESOLUTION_NET.STAGE2 = CN()
POSE_HIGH_RESOLUTION_NET.STAGE2.NUM_MODULES = 1
POSE_HIGH_RESOLUTION_NET.STAGE2.NUM_BRANCHES = 2
POSE_HIGH_RESOLUTION_NET.STAGE2.NUM_BLOCKS = [4, 4]
POSE_HIGH_RESOLUTION_NET.STAGE2.NUM_CHANNELS = [32, 64]
POSE_HIGH_RESOLUTION_NET.STAGE2.BLOCK = 'BASIC'
POSE_HIGH_RESOLUTION_NET.STAGE2.FUSE_METHOD = 'SUM'
POSE_HIGH_RESOLUTION_NET.STAGE3 = CN()
POSE_HIGH_RESOLUTION_NET.STAGE3.NUM_MODULES = 1
POSE_HIGH_RESOLUTION_NET.STAGE3.NUM_BRANCHES = 3
POSE_HIGH_RESOLUTION_NET.STAGE3.NUM_BLOCKS = [4, 4, 4]
POSE_HIGH_RESOLUTION_NET.STAGE3.NUM_CHANNELS = [32, 64, 128]
POSE_HIGH_RESOLUTION_NET.STAGE3.BLOCK = 'BASIC'
POSE_HIGH_RESOLUTION_NET.STAGE3.FUSE_METHOD = 'SUM'
POSE_HIGH_RESOLUTION_NET.STAGE4 = CN()
POSE_HIGH_RESOLUTION_NET.STAGE4.NUM_MODULES = 1
POSE_HIGH_RESOLUTION_NET.STAGE4.NUM_BRANCHES = 4
POSE_HIGH_RESOLUTION_NET.STAGE4.NUM_BLOCKS = [4, 4, 4, 4]
POSE_HIGH_RESOLUTION_NET.STAGE4.NUM_CHANNELS = [32, 64, 128, 256]
POSE_HIGH_RESOLUTION_NET.STAGE4.BLOCK = 'BASIC'
POSE_HIGH_RESOLUTION_NET.STAGE4.FUSE_METHOD = 'SUM'
MODEL_EXTRAS = {
'pose_resnet': POSE_RESNET,
'pose_high_resolution_net': POSE_HIGH_RESOLUTION_NET,
}
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