MMCV
2022-09-14 11:18:10 27 举报AI智能生成
openmmlab中cv基础框架mmcv的结构思维导图，各模块详细介绍可以交流
作者其他创作
大纲/内容
Config
fromfile()
fromstring()
Register
build
build_func
build_from_cfg
register_module
Runner
EpochBasedRunner
IterBasedRunner
File IO
FileClient
infer_client
BaseStorageBackend
CephBackend
PetrelBackend
MemcachedBackend
LmdbBackend
HardDiskBackend
HTTPBackend
Data Process
image
Read/Write/Show
CSC/Resize/Rotate/Filp/Crop/Padding
video
VideoReader
cvt2frames
frames2video
Editing utils
cut_video
concat_video
resize_video
Optical flow
IO
visualization
flow warpping
Visualization
show images and annotations
CNN
layer
build_conv_layer
build_norm_layer
build_activation_layer
build_upsample_layer
build_padding_layer
module
# conv + bn + relu
ConvModule(3, 8, 2, norm_cfg=dict(type='BN'))
ConvModule(3, 8, 2, norm_cfg=dict(type='BN'))
# conv
ConvModule(3, 8, 2, act_cfg=None)
ConvModule(3, 8, 2, act_cfg=None)
# bn + conv + relu
ConvModule(3, 8, 2, norm_cfg=dict(type='BN'), order=('norm', 'conv', 'act'))
ConvModule(3, 8, 2, norm_cfg=dict(type='BN'), order=('norm', 'conv', 'act'))
weight initialization
constant_init
xavier_init
normal_init
uniform_init
kaiming_init
caffe2_xavier_init
bias_init_with_prob
model zoo
ops
Utils
progress bar
track_progress
track_parallel_progress
track_iter_progress
timer
since_start
since_last_check
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