Index

B

base_dir (mindcv.data.Cifar100Download attribute) (mindcv.data.Cifar10Download attribute)

BiT_ResNet (class in mindcv.models) BiTresnet50() (in module mindcv.models)

C

Cifar100Download (class in mindcv.data) Cifar10Download (class in mindcv.data) construct() (mindcv.models.BiT_ResNet method) (mindcv.models.ConViT method) (mindcv.models.ConvNeXt method) (mindcv.models.DenseNet method) (mindcv.models.DPN method) (mindcv.models.EfficientNet method) (mindcv.models.GhostNet method) (mindcv.models.GoogLeNet method) (mindcv.models.InceptionV3 method) (mindcv.models.InceptionV4 method) (mindcv.models.layers.Swish method) (mindcv.models.Mnasnet method) (mindcv.models.MobileNetV1 method) (mindcv.models.MobileNetV2 method) (mindcv.models.MobileNetV3 method) (mindcv.models.NASNetAMobile method) (mindcv.models.Pnasnet method) (mindcv.models.RepVGG method) (mindcv.models.Res2Net method) (mindcv.models.ResNet method) (mindcv.models.ShuffleNetV1 method) (mindcv.models.ShuffleNetV2 method) (mindcv.models.SqueezeNet method) (mindcv.models.SwinTransformer method) (mindcv.models.Swish method) (mindcv.models.VGG method) (mindcv.models.ViT method) (mindcv.models.Xception method)

ConViT (class in mindcv.models) convit_base() (in module mindcv.models) convit_base_plus() (in module mindcv.models) convit_small() (in module mindcv.models) convit_small_plus() (in module mindcv.models) convit_tiny() (in module mindcv.models) convit_tiny_plus() (in module mindcv.models) ConvNeXt (class in mindcv.models) convnext_base() (in module mindcv.models) convnext_large() (in module mindcv.models) convnext_small() (in module mindcv.models) convnext_tiny() (in module mindcv.models) convnext_xlarge() (in module mindcv.models) create_dataset() (in module mindcv.data) create_loader() (in module mindcv.data) create_loss() (in module mindcv.loss) create_model() (in module mindcv.models) create_optimizer() (in module mindcv.optim) create_scheduler() (in module mindcv.scheduler) create_transforms() (in module mindcv.data)

D

DenseNet (class in mindcv.models) densenet121() (in module mindcv.models) densenet161() (in module mindcv.models) densenet169() (in module mindcv.models) densenet201() (in module mindcv.models) download() (mindcv.data.Cifar100Download method) (mindcv.data.Cifar10Download method) (mindcv.data.MnistDownload method)

DPN (class in mindcv.models) dpn107() (in module mindcv.models) dpn131() (in module mindcv.models) dpn92() (in module mindcv.models) dpn98() (in module mindcv.models)

E

EfficientNet (class in mindcv.models) efficientnet_b0() (in module mindcv.models) efficientnet_b1() (in module mindcv.models) efficientnet_b2() (in module mindcv.models) efficientnet_b3() (in module mindcv.models) efficientnet_b4() (in module mindcv.models)

efficientnet_b5() (in module mindcv.models) efficientnet_b6() (in module mindcv.models) efficientnet_b7() (in module mindcv.models) efficientnet_v2_l() (in module mindcv.models) efficientnet_v2_m() (in module mindcv.models) efficientnet_v2_s() (in module mindcv.models) efficientnet_v2_xl() (in module mindcv.models)

F

forward_feature() (mindcv.models.DPN method) forward_features() (mindcv.models.BiT_ResNet method) (mindcv.models.ConViT method) (mindcv.models.ConvNeXt method) (mindcv.models.DenseNet method) (mindcv.models.EfficientNet method) (mindcv.models.GhostNet method) (mindcv.models.InceptionV3 method) (mindcv.models.InceptionV4 method) (mindcv.models.Mnasnet method) (mindcv.models.MobileNetV1 method) (mindcv.models.MobileNetV2 method) (mindcv.models.MobileNetV3 method) (mindcv.models.NASNetAMobile method) (mindcv.models.Pnasnet method) (mindcv.models.Res2Net method) (mindcv.models.ResNet method) (mindcv.models.ShuffleNetV1 method) (mindcv.models.ShuffleNetV2 method) (mindcv.models.SqueezeNet method) (mindcv.models.SwinTransformer method) (mindcv.models.VGG method) (mindcv.models.Xception method)

forward_head() (mindcv.models.BiT_ResNet method) (mindcv.models.ConViT method) (mindcv.models.ConvNeXt method) (mindcv.models.DenseNet method) (mindcv.models.DPN method) (mindcv.models.EfficientNet method) (mindcv.models.GhostNet method) (mindcv.models.InceptionV4 method) (mindcv.models.Mnasnet method) (mindcv.models.MobileNetV1 method) (mindcv.models.MobileNetV2 method) (mindcv.models.MobileNetV3 method) (mindcv.models.NASNetAMobile method) (mindcv.models.Pnasnet method) (mindcv.models.Res2Net method) (mindcv.models.ResNet method) (mindcv.models.ShuffleNetV1 method) (mindcv.models.ShuffleNetV2 method) (mindcv.models.SqueezeNet method) (mindcv.models.SwinTransformer method) (mindcv.models.VGG method) (mindcv.models.Xception method) forward_postaux() (mindcv.models.InceptionV3 method) forward_preaux() (mindcv.models.InceptionV3 method)

G

GhostNet (class in mindcv.models) ghostnet_1x() (in module mindcv.models)

ghostnet_nose_1x() (in module mindcv.models) GoogLeNet (class in mindcv.models) googlenet() (in module mindcv.models)

I

inception_v3() (in module mindcv.models) inception_v4() (in module mindcv.models) InceptionV3 (class in mindcv.models)

InceptionV4 (class in mindcv.models) is_model() (in module mindcv.models) is_model_in_modules() (in module mindcv.models) is_model_pretrained() (in module mindcv.models)

L

list_models() (in module mindcv.models)

list_modules() (in module mindcv.models)

M

mindcv.data module mindcv.loss module mindcv.models module mindcv.models.layers module mindcv.optim module mindcv.scheduler module mindcv.utils module Mnasnet (class in mindcv.models) mnasnet0_5() (in module mindcv.models) mnasnet0_75() (in module mindcv.models) mnasnet1_0() (in module mindcv.models) mnasnet1_3() (in module mindcv.models) mnasnet1_4() (in module mindcv.models) MnistDownload (class in mindcv.data) mobilenet_v1_025_224() (in module mindcv.models) mobilenet_v1_050_224() (in module mindcv.models) mobilenet_v1_075_224() (in module mindcv.models) mobilenet_v1_100_224() (in module mindcv.models) mobilenet_v2_035_128() (in module mindcv.models) mobilenet_v2_035_160() (in module mindcv.models) mobilenet_v2_035_192() (in module mindcv.models) mobilenet_v2_035_224() (in module mindcv.models) mobilenet_v2_035_96() (in module mindcv.models) mobilenet_v2_050_128() (in module mindcv.models)

mobilenet_v2_050_160() (in module mindcv.models) mobilenet_v2_050_192() (in module mindcv.models) mobilenet_v2_050_224() (in module mindcv.models) mobilenet_v2_050_96() (in module mindcv.models) mobilenet_v2_075_128() (in module mindcv.models) mobilenet_v2_075_160() (in module mindcv.models) mobilenet_v2_075_192() (in module mindcv.models) mobilenet_v2_075_224() (in module mindcv.models) mobilenet_v2_075_96() (in module mindcv.models) mobilenet_v2_100_128() (in module mindcv.models) mobilenet_v2_100_160() (in module mindcv.models) mobilenet_v2_100_192() (in module mindcv.models) mobilenet_v2_100_224() (in module mindcv.models) mobilenet_v2_100_96() (in module mindcv.models) mobilenet_v2_130_224() (in module mindcv.models) mobilenet_v2_140_224() (in module mindcv.models) mobilenet_v3_large_075() (in module mindcv.models) mobilenet_v3_large_100() (in module mindcv.models) mobilenet_v3_small_075() (in module mindcv.models) mobilenet_v3_small_100() (in module mindcv.models) MobileNetV1 (class in mindcv.models) MobileNetV2 (class in mindcv.models) MobileNetV3 (class in mindcv.models) model_entrypoint() (in module mindcv.models) module mindcv.data mindcv.loss mindcv.models mindcv.models.layers mindcv.optim mindcv.scheduler mindcv.utils

N

nasnet() (in module mindcv.models) NASNetAMobile (class in mindcv.models)

no_weight_decay() (mindcv.models.SwinTransformer method) no_weight_decay_keywords() (mindcv.models.SwinTransformer method)

P

Pnasnet (class in mindcv.models)

pnasnet() (in module mindcv.models)

R

regnet_x_12gf() (in module mindcv.models) regnet_x_16gf() (in module mindcv.models) regnet_x_1_6gf() (in module mindcv.models) regnet_x_200mf() (in module mindcv.models) regnet_x_32gf() (in module mindcv.models) regnet_x_3_2gf() (in module mindcv.models) regnet_x_400mf() (in module mindcv.models) regnet_x_4_0gf() (in module mindcv.models) regnet_x_600mf() (in module mindcv.models) regnet_x_6_4gf() (in module mindcv.models) regnet_x_800mf() (in module mindcv.models) regnet_x_8_0gf() (in module mindcv.models) regnet_y_12gf() (in module mindcv.models) regnet_y_16gf() (in module mindcv.models) regnet_y_1_6gf() (in module mindcv.models) regnet_y_200mf() (in module mindcv.models) regnet_y_32gf() (in module mindcv.models) regnet_y_3_2gf() (in module mindcv.models) regnet_y_400mf() (in module mindcv.models) regnet_y_4_0gf() (in module mindcv.models) regnet_y_600mf() (in module mindcv.models) regnet_y_6_4gf() (in module mindcv.models) regnet_y_800mf() (in module mindcv.models) regnet_y_8_0gf() (in module mindcv.models) RepVGG (class in mindcv.models) repvgg() (in module mindcv.models)

Res2Net (class in mindcv.models) res2net101() (in module mindcv.models) res2net101_v1b() (in module mindcv.models) res2net152() (in module mindcv.models) res2net152_v1b() (in module mindcv.models) res2net50() (in module mindcv.models) res2net50_v1b() (in module mindcv.models) ResNet (class in mindcv.models) resnet101() (in module mindcv.models) resnet152() (in module mindcv.models) resnet18() (in module mindcv.models) resnet34() (in module mindcv.models) resnet50() (in module mindcv.models) resnext101_32x4d() (in module mindcv.models) resnext101_64x4d() (in module mindcv.models) resnext152_64x4d() (in module mindcv.models) resnext50_32x4d() (in module mindcv.models) resources (mindcv.data.Cifar100Download attribute) (mindcv.data.Cifar10Download attribute) (mindcv.data.MnistDownload attribute) rexnet_x09() (in module mindcv.models) rexnet_x10() (in module mindcv.models) rexnet_x13() (in module mindcv.models) rexnet_x15() (in module mindcv.models) rexnet_x20() (in module mindcv.models) root() (mindcv.models.BiT_ResNet method)

S

shufflenet_v1_g3_x0_5() (in module mindcv.models) shufflenet_v1_g3_x1_0() (in module mindcv.models) shufflenet_v1_g3_x1_5() (in module mindcv.models) shufflenet_v1_g3_x2_0() (in module mindcv.models) shufflenet_v1_g8_x0_5() (in module mindcv.models) shufflenet_v1_g8_x1_0() (in module mindcv.models) shufflenet_v1_g8_x1_5() (in module mindcv.models) shufflenet_v1_g8_x2_0() (in module mindcv.models) shufflenet_v2_x0_5() (in module mindcv.models) shufflenet_v2_x1_0() (in module mindcv.models) shufflenet_v2_x1_5() (in module mindcv.models) shufflenet_v2_x2_0() (in module mindcv.models) ShuffleNetV1 (class in mindcv.models)

ShuffleNetV2 (class in mindcv.models) sk_resnet18() (in module mindcv.models) sk_resnet34() (in module mindcv.models) sk_resnet50() (in module mindcv.models) sk_resnext50_32x4d() (in module mindcv.models) SKNet (class in mindcv.models) SqueezeNet (class in mindcv.models) squeezenet1_0() (in module mindcv.models) squeezenet1_1() (in module mindcv.models) swin_tiny() (in module mindcv.models) SwinTransformer (class in mindcv.models) Swish (class in mindcv.models) (class in mindcv.models.layers)

U

url (mindcv.data.Cifar100Download attribute) (mindcv.data.Cifar10Download attribute)

url_path (mindcv.data.MnistDownload attribute)

V

VGG (class in mindcv.models) vgg11() (in module mindcv.models) vgg13() (in module mindcv.models) vgg16() (in module mindcv.models) vgg19() (in module mindcv.models) ViT (class in mindcv.models)

vit_b_16_224() (in module mindcv.models) vit_b_16_384() (in module mindcv.models) vit_b_32_224() (in module mindcv.models) vit_b_32_384() (in module mindcv.models) vit_l_16_224() (in module mindcv.models) vit_l_16_384() (in module mindcv.models) vit_l_32_224() (in module mindcv.models)

X

Xception (class in mindcv.models)

xception() (in module mindcv.models)