HSMR / configs /data /skel-hmr2_fashion.yaml
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feat: CPU demo
5ac1897
_target_: lib.data.modules.hmr2_fashion.skel_wds.DataModule
name: HMR2_fashion_WDS
cfg:
train:
shared_ds_opt: # TODO: modify this
SUPPRESS_KP_CONF_THRESH: 0.3
FILTER_NUM_KP: 4
FILTER_NUM_KP_THRESH: 0.0
FILTER_REPROJ_THRESH: 31000
SUPPRESS_BETAS_THRESH: 3.0
SUPPRESS_BAD_POSES: False
POSES_BETAS_SIMULTANEOUS: True
FILTER_NO_POSES: False
BETAS_REG: True
datasets:
- name: 'H36M'
item: ${_hub_.datasets.train.hsmr.h36m}
weight: 0.3
- name: 'MPII'
item: ${_hub_.datasets.train.hsmr.mpii}
weight: 0.1
- name: 'COCO14'
item: ${_hub_.datasets.train.hsmr.coco14}
weight: 0.4
- name: 'MPI-INF-3DHP'
item: ${_hub_.datasets.train.hsmr.mpi_inf_3dhp}
weight: 0.2
dataloader:
drop_last: True
batch_size: 300
num_workers: 6
prefetch_factor: 2
eval:
datasets:
- name: 'LSP-EXTENDED'
item: ${_hub_.datasets.eval.lsp_extended}
- name: 'H36M-VAL-P2'
item: ${_hub_.datasets.eval.h36m_val_p2}
- name: '3DPW-TEST'
item: ${_hub_.datasets.eval.3dpw_test}
- name: 'POSETRACK-VAL'
item: ${_hub_.datasets.eval.posetrack_val}
- name: 'COCO-VAL'
item: ${_hub_.datasets.eval.coco_val}
dataloader:
shuffle: False
batch_size: 300
num_workers: 6
policy: ${policy}
# TODO: modify this
augm:
SCALE_FACTOR: 0.3
ROT_FACTOR: 30
TRANS_FACTOR: 0.02
COLOR_SCALE: 0.2
ROT_AUG_RATE: 0.6
TRANS_AUG_RATE: 0.5
DO_FLIP: True
FLIP_AUG_RATE: 0.5
EXTREME_CROP_AUG_RATE: 0.10
EXTREME_CROP_AUG_LEVEL: 1