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MMCV

2022-09-14 11:18:10   28  举报

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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

人工智能

算法

产品设计

系统架构

模版推荐

作者其他创作

大纲/内容

Config

fromfile()

fromstring()

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

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<br>ConvModule(3, 8, 2, norm_cfg=dict(type='BN')) 

# conv<br>ConvModule(3, 8, 2, act_cfg=None)

# bn + conv + relu<br>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

 Collect

Get Started

mmcls调用逻辑

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