🏔 Available Encoders

ResNet

Encoder

Weights

Params, M

resnet18

imagenet / ssl / swsl

11M

resnet34

imagenet

21M

resnet50

imagenet / ssl / swsl

23M

resnet101

imagenet

42M

resnet152

imagenet

58M

ResNeXt

Encoder

Weights

Params, M

resnext50_32x4d

imagenet / ssl / swsl

22M

resnext101_32x4d

ssl / swsl

42M

resnext101_32x8d

imagenet / instagram / ssl / swsl

86M

resnext101_32x16d

instagram / ssl / swsl

191M

resnext101_32x32d

instagram

466M

resnext101_32x48d

instagram

826M

ResNeSt

Encoder

Weights

Params, M

timm-resnest14d

imagenet

8M

timm-resnest26d

imagenet

15M

timm-resnest50d

imagenet

25M

timm-resnest101e

imagenet

46M

timm-resnest200e

imagenet

68M

timm-resnest269e

imagenet

108M

timm-resnest50d_4s2x40d

imagenet

28M

timm-resnest50d_1s4x24d

imagenet

23M

Res2Ne(X)t

Encoder

Weights

Params, M

timm-res2net50_26w_4s

imagenet

23M

timm-res2net101_26w_4s

imagenet

43M

timm-res2net50_26w_6s

imagenet

35M

timm-res2net50_26w_8s

imagenet

46M

timm-res2net50_48w_2s

imagenet

23M

timm-res2net50_14w_8s

imagenet

23M

timm-res2next50

imagenet

22M

RegNet(x/y)

Encoder

Weights

Params, M

timm-regnetx_002

imagenet

2M

timm-regnetx_004

imagenet

4M

timm-regnetx_006

imagenet

5M

timm-regnetx_008

imagenet

6M

timm-regnetx_016

imagenet

8M

timm-regnetx_032

imagenet

14M

timm-regnetx_040

imagenet

20M

timm-regnetx_064

imagenet

24M

timm-regnetx_080

imagenet

37M

timm-regnetx_120

imagenet

43M

timm-regnetx_160

imagenet

52M

timm-regnetx_320

imagenet

105M

timm-regnety_002

imagenet

2M

timm-regnety_004

imagenet

3M

timm-regnety_006

imagenet

5M

timm-regnety_008

imagenet

5M

timm-regnety_016

imagenet

10M

timm-regnety_032

imagenet

17M

timm-regnety_040

imagenet

19M

timm-regnety_064

imagenet

29M

timm-regnety_080

imagenet

37M

timm-regnety_120

imagenet

49M

timm-regnety_160

imagenet

80M

timm-regnety_320

imagenet

141M

GERNet

Encoder

Weights

Params, M

timm-gernet_s

imagenet

6M

timm-gernet_m

imagenet

18M

timm-gernet_l

imagenet

28M

SE-Net

Encoder

Weights

Params, M

senet154

imagenet

113M

se_resnet50

imagenet

26M

se_resnet101

imagenet

47M

se_resnet152

imagenet

64M

se_resnext50_32x4d

imagenet

25M

se_resnext101_32x4d

imagenet

46M

SK-ResNe(X)t

Encoder

Weights

Params, M

timm-skresnet18

imagenet

11M

timm-skresnet34

imagenet

21M

timm-skresnext50_32x4d

imagenet

25M

DenseNet

Encoder

Weights

Params, M

densenet121

imagenet

6M

densenet169

imagenet

12M

densenet201

imagenet

18M

densenet161

imagenet

26M

Inception

Encoder

Weights

Params, M

inceptionresnetv2

imagenet / imagenet+background

54M

inceptionv4

imagenet / imagenet+background

41M

xception

imagenet

22M

EfficientNet

Encoder

Weights

Params, M

efficientnet-b0

imagenet

4M

efficientnet-b1

imagenet

6M

efficientnet-b2

imagenet

7M

efficientnet-b3

imagenet

10M

efficientnet-b4

imagenet

17M

efficientnet-b5

imagenet

28M

efficientnet-b6

imagenet

40M

efficientnet-b7

imagenet

63M

timm-efficientnet-b0

imagenet / advprop / noisy-student

4M

timm-efficientnet-b1

imagenet / advprop / noisy-student

6M

timm-efficientnet-b2

imagenet / advprop / noisy-student

7M

timm-efficientnet-b3

imagenet / advprop / noisy-student

10M

timm-efficientnet-b4

imagenet / advprop / noisy-student

17M

timm-efficientnet-b5

imagenet / advprop / noisy-student

28M

timm-efficientnet-b6

imagenet / advprop / noisy-student

40M

timm-efficientnet-b7

imagenet / advprop / noisy-student

63M

timm-efficientnet-b8

imagenet / advprop

84M

timm-efficientnet-l2

noisy-student

474M

timm-efficientnet-lite0

imagenet

4M

timm-efficientnet-lite1

imagenet

4M

timm-efficientnet-lite2

imagenet

6M

timm-efficientnet-lite3

imagenet

8M

timm-efficientnet-lite4

imagenet

13M

MobileNet

Encoder

Weights

Params, M

mobilenet_v2

imagenet

2M

timm-mobilenetv3_large_075

imagenet

1.78M

timm-mobilenetv3_large_100

imagenet

2.97M

timm-mobilenetv3_large_minimal_100

imagenet

1.41M

timm-mobilenetv3_small_075

imagenet

0.57M

timm-mobilenetv3_small_100

imagenet

0.93M

timm-mobilenetv3_small_minimal_100

imagenet

0.43M

DPN

Encoder

Weights

Params, M

dpn68

imagenet

11M

dpn68b

imagenet+5k

11M

dpn92

imagenet+5k

34M

dpn98

imagenet

58M

dpn107

imagenet+5k

84M

dpn131

imagenet

76M

VGG

Encoder

Weights

Params, M

vgg11

imagenet

9M

vgg11_bn

imagenet

9M

vgg13

imagenet

9M

vgg13_bn

imagenet

9M

vgg16

imagenet

14M

vgg16_bn

imagenet

14M

vgg19

imagenet

20M

vgg19_bn

imagenet

20M

Mix Visual Transformer

Encoder

Weights

Params, M

mit_b0 mit_b1 mit_b2 mit_b3 mit_b4 mit_b5

imagenet imagenet imagenet imagenet imagenet imagenet

3M 13M 24M 44M 60M 81M