Flowvision V0.2.0 Build Plan

[rentainhe]

继续 V0.1.0 未完成部分

flow-vision 0.1.0 规划：https://github.com/Oneflow-Inc/OneTeam/issues/972

V0.2.0 New Features

Models

Model	Manager	Priority	PR	完成情况
InsightFace	@olojuwin	high	#160
yolov5		medium
MaskRCNN		high
RegNet	@kaijieshi7	high	#170	已完成
SimViT		medium
PoolFormer	@thinksoso	medium	#137	已完成
CeiT		medium
UniFormer	@thinksoso	medium
CaiT		medium
HRNet	@Aries-chen	high
HRFormer (NIPS 2021)	@Aries-chen	medium
resnest	@ZiqiuChi	medium
senet	@Aries-chen	medium	#149	已完成
sknet		medium
twins		medium
xcit		medium
ConViT (ICML 2021)		high
BeiT		high
LeViT	@kaijieshi7	medium
RegionViT (ICLR 2022)	@kaijieshi7	medium	#144	已完成
NonDeepNetworks	@kaijieshi7	medium		https://github.com/imankgoyal/NonDeepNetworks官方未提供模型代码，暂时无法实现
VAN	@kaijieshi7	medium	#166	已完成
RAFT(optical flow)		low
FCOS		low

Datasets

Dataset	Manager	Priority	PR	完成情况
FlyingChairs		low
Kitti		low
Sintel		low
FlyingThings3D		low
HD1K		low
FER2013	@triple-Mu	medium	#217	已完成
CLEVR	@triple-Mu	medium	#217	已完成
GTSRB	@triple-Mu	medium	#217	已完成
SUN397	@triple-Mu	medium	#215	已完成
Country211	@triple-Mu	medium	#215	已完成
Flowers102	@triple-Mu	medium	#217	已完成
fgvc_aircraft	@triple-Mu	medium	#217	已完成
OxfordIIITPet	@triple-Mu	medium	#217	已完成
DTD	@triple-Mu	medium	#217	已完成
Food101	@triple-Mu	medium	#217	已完成
RenderedSST2	@triple-Mu	medium	#217	已完成
StanfordCars	@triple-Mu	medium	#217	已完成
PCAM	@triple-Mu	medium	#217	已完成
EuroSAT	@triple-Mu	medium	#217	已完成

V0.2.0 Docs

Layers Docs

Attention Layer	Manager	PR
BAM	@rentainhe	#44
CBAM	@rentainhe	#44
SE	@Aries-chen	#143
Coordatt	@rentainhe	#44
GlobalContext	@rentainhe	#44
Non-Local-Attn	@rentainhe	#41
GCT	@rentainhe	#44

Blocks	Manager	PR
PatchEmbed	@rentainhe	#28
Mlp	@rentainhe	#28
ConvBnAct	@rentainhe	#24

Regularization Layers	Manager	PR
DropBlock
DropPath
StochasticDepth
LayerNorm2d

Scheduler Docs

Scheduler	Manager	PR
CosineLRScheduler
LinearLRScheduler
StepLRScheduler
MultiStepLRScheduler
PolyLRScheduler
TanhLRScheduler