mmdetection框架详解
2021-03-24 09:49:02 0 举报mmdetection框架完整剖析，值得收藏
作者其他创作
大纲/内容
sampler
YOLACTSegmHead
RPNHead
bbox_head
TBLRBBoxCoder
ATSSHead
BaseDenseHead
Normalize
BBoxTestMixin
StandardRoIHead
GHMR
QualityFocalLoss
FocalLoss
forward train
build_bbox_coder
GridAssigner
MultiScaleFlipAug
init model
Darknet
ATSSAssigner
LoadImageFromFile
mmdet.models.losses.cross_entropy_loss.CrossEntropyLoss
bbox_coder
PointAssigner
SingleRoIExtractor
mmdet.models.roi_heads.roi_extractors.single_level_roi_extractors.SingleRoIExtractor
rpn_head
backbone
coco_detection
DeltaXYWHBBoxCoder
CornerHead
RandomFlip
YOLACT
Shared2FCBBoxHead
RandomSampler
Shared4Conv1FCBBoxHead
train_pipeline
L1Loss
BucketingBBoxCoder
LegacyAnchorGenerator
bbox_roi_extractor
LegacyDeltaXYWHBBoxCoder
AnchorGenerator
PISASSDHead
PointRendRoIHead
HRFPN
FSAF
YOLOV3Neck
init_bbox_head
HRNet
roi_head
SSDAnchorGenerator
HybridTaskCascadeRoIHead
CentripetalHead
FastRCNN
DoubleHeadRoIHead
FasterRCNN
CIoULoss
mmdet.core.bbox.samplers.random_sampler.RandomSampler
ops.RoIAlign
InstanceBalancedPosSampler
GARetinaHead
data
SABLRetinaHead
schedule
SSDVGG
default_runtime
Resize
mmdet.models.necks.fpn.FPN
DynamicRoIHead
AnchorFreeHead
HourglassNet
mmdet.models.roi_heads.bbox_heads.convfc_bbox_head.Shared2FCBBoxHead
BFP
loss_bbox
IoULoss
binary_cross_entropy
rcnn
giou
core.bbox.calculator
SmoothL1Loss
MSELoss
Collect
MaskScoringRCNN
PseudoSampler
TwoStageDetector
MaskTestMixin
BaseSampler
ResNeXt
ApproxMaxIoUAssigner
YOLACTHead
GenericRoIExtractor
iou
DefaultFormatBundle
YOLOV3
NASFPN
ATSS
BoundedIoULoss
BaseBBoxCoder
FPN
test_pipeline
ImageToTensor
NASFCOSHead
BaseRoIHead
MaxIoUAssigner
rpn_proposal
mmdet.models.roi_heads.standard_roi_head.StandardRoIHead
assigner
PAAHead
DetectoRS_ResNeXt
BaseDetector
anchor_generator
YOLOAnchorGenerator
DetectoRS_ResNet
LegacySSDAnchorGenerator
GHMC
AssociativeEmbeddingLoss
IoUBalancedNegSampler
ResNet-50
__init__
DoubleConvFCBBoxHead
LoadAnnotations
CornerNet
OHEMSampler
PointRend
RepPointsHead
optimizer SGD
Pad
ResNet
NASFCOS_FPN
build_detector
CrossEntropyLoss
train_cfg
BaseAssigner
DistributionFocalLoss
ScoreHLRSampler
AnchorHead
ConvFCBBoxHead
PISARetinaHead
mmdet.models.backbones.ResNet
FOVEA
FSAFHead
RepPointsDetector
GFL
neck
BaseRoIExtractor
test_cfg
DIoULoss
Res2Net
model
CenterRegionAssigner
GuidedAnchorHead
RPNTestMixin
mmdet.core.bbox.assigners.max_iou_assigner.MaxIoUAssigner
SingleStageDetector
PISARoIHead
BBoxHead
rpn
FCOS
mmdet.models
GaussianFocalLoss
mmdet.core.anchor.anchor_genetator.AnchorGenerator
build_assigner
GridRoIHead
RetinaHead
PAFPN
PseudoBBoxCoder
FreeAnchorRetinaHead
build_sampler
HybridTaskCascade
loss_cls
mmdet.models.dense_heads.rpn_head.RPNHead
mmdet.core.bbox.coder.delta_xywh_bbox_coder.DeltaXYWHBBoxCoder
initmodel
BboxOverlaps2D
CascadeRCNN
FPN_CARAFE
BalancedL1Loss
CascadeRoIHead
cross_entropy
YOLOBBoxCoder
iof
PAA
SABLHead
SSDHead
RPN
RetinaSepBNHead
build_loss
YOLACTProtonet
init_assigner_sampler
PointGenerator
FCOSHead
RFP
modeltrain_cfgtest_cfg
MaskScoringRoIHead
YOLOV3Head
RetinaNet
mmdet.models.detectors.faster_rcnn.FasterRCNN
GIoULoss
mask_cross_entropy
NASFCOS
MaskRCNN
RegNet
FoveaHead
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