Segmentation models Zoo

Segmentation models with pretrained backbones

Unet and FPN like models

Backbone model	Weights	UNet	FPN
VGG16/bn	imagenet	-	-
VGG19/bn	imagenet	-	-
ResNet18	imagenet	+	+
ResNet34	imagenet	+	+
ResNet50	imagenet imagenet11k-place365ch	+	+
ResNet101	imagenet	+	+
ResNet152	imagenet imagenet11k imagenet11k-place365ch	+	+
ResNeXt50	imagenet	-	-
ResNeXt101	imagenet	-	-
DenseNet121	imagenet	+	-
DenseNet169	imagenet	+	-
DenseNet201	imagenet	+	-
Inception V3	imagenet	+	-
Inception ResNet V2	imagenet	+	-