DeepLab v3 +

Category: model.segmentation.2d
Version: 1.0.0
UUID: 3c98d2157ef655af879e120a67001dd66979b137b2b0f8032531fd07b62ffef1
Execution context: leip_af
Choice Priority: 800.0

Subcomponent Parameters

Name	Synonyms	Allowable Categories
Loss Function	optimization.loss_function	optimization.loss_function.segmentation
Optimizer	optimization.optimizer	optimization.optimizer.generic
Scheduler	optimization.scheduler	optimization.scheduler.generic

Value Parameters

Name	Synonyms	Type	Values
An activation function to apply after the final convolution layer	model.architecture.activation_function	choice	identity logsoftmax sigmoid softmax tanh
Encoder	model.variation, model.backbone, model.architecture	choice	9 choices
Pretrained encoder weights	model.weights.pretrained_variant	choice	imagenet ssl swsl

Constraints

1. Export can only be done by using traced model: export \(\in\) export.tracer

This component fits into

Name	UUID	Synonyms
Full Recipe	7b4927...	model

Extra options

Encoder

dpn68
mobilenet_v2
timm-gernet_s
timm-regnetx_002
resnet18
resnet34
resnet50
resnet101
resnet152