Segmentation Models
latest
Contents:
🛠 Installation
⏳ Quick Start
📦 Segmentation Models
🏔 Available Encoders
📉 Losses
🔧 Insights
Segmentation Models
Segmentation Models
»
Welcome to Segmentation Models’s documentation!
Edit on GitHub
Welcome to Segmentation Models’s documentation!
¶
Contents:
🛠 Installation
⏳ Quick Start
📦 Segmentation Models
Unet
Unet++
EfficientUNet++
ResUnet
ResUnet++
MAnet
Linknet
FPN
PSPNet
PAN
DeepLabV3
DeepLabV3+
🏔 Available Encoders
ResNet
ResNeXt
ResNeSt
Res2Ne(X)t
RegNet(x/y)
SE-Net
SK-ResNe(X)t
DenseNet
Inception
EfficientNet
MobileNet
DPN
VGG
📉 Losses
Constants
JaccardLoss
DiceLoss
FocalLoss
LovaszLoss
SoftBCEWithLogitsLoss
SoftCrossEntropyLoss
🔧 Insights
1. Models architecture
2. Creating your own encoder
3. Aux classification output
Indices and tables
¶
Index
Module Index
Search Page
Read the Docs
v: latest
Versions
latest
Downloads
pdf
html
epub
On Read the Docs
Project Home
Builds
Free document hosting provided by
Read the Docs
.