Pre-Trained Weights

LeNet

ConvNet Image Classification

class lucid.weights.LeNet_1_Weights(Enum)
class lucid.weights.LeNet_4_Weights(Enum)
class lucid.weights.LeNet_5_Weights(Enum)

Enum Name	Tag	Dataset	Parameter Size	File Size	Metric (acc@1)
LeNet_1_Weights	MNIST	mnist	3,246	13.4 KB	0.7937
LeNet_4_Weights	MNIST	mnist	18,378	74.1 KB	0.8210
LeNet_5_Weights	MNIST	mnist	61,706	248 KB	0.9981

AlexNet

ConvNet Image Classification

class lucid.weights.AlexNet_Weights(Enum)

Enum Name	Tag	Dataset	Parameter Size	File Size	Metric (acc@1)	Metric (acc@5)
AlexNet_Weights	IMAGENET1K	imagenet_1k	61,100,840	244 MB	0.5652	0.7906

VGGNet

ConvNet Image Classification

class lucid.weights.VGGNet_11_Weights(Enum)
class lucid.weights.VGGNet_13_Weights(Enum)
class lucid.weights.VGGNet_16_Weights(Enum)
class lucid.weights.VGGNet_19_Weights(Enum)

Enum Name	Tag	Dataset	Parameter Size	File Size	Metric (acc@1)	Metric (acc@5)
VGGNet_11_Weights	IMAGENET1K	imagenet_1k	132,863,336	531 MB	0.6902	0.8863
VGGNet_13_Weights	IMAGENET1K	imagenet_1k	133,047,848	532 MB	0.6992	0.8924
VGGNet_16_Weights	IMAGENET1K	imagenet_1k	138,357,544	553 MB	0.7159	0.9038
VGGNet_19_Weights	IMAGENET1K	imagenet_1k	1436,67,240	575 MB	0.7237	0.9087

ResNet

ConvNet Image Classification

class lucid.weights.ResNet_18_Weights(Enum)
class lucid.weights.ResNet_34_Weights(Enum)
class lucid.weights.ResNet_50_Weights(Enum)
class lucid.weights.ResNet_101_Weights(Enum)
class lucid.weights.ResNet_152_Weights(Enum)

Enum Name	Tag	Dataset	Parameter Size	File Size	Metric (acc@1)	Metric (acc@5)
ResNet_18_Weights	IMAGENET1K	imagenet_1k	11,689,512	44.7 MB	0.6976	0.8907
ResNet_34_Weights	IMAGENET1K	imagenet_1k	21,797,672	83.3 MB	0.7331	0.9124
ResNet_50_Weights	IMAGENET1K	imagenet_1k	25,557,032	97.8 MB	0.7613	0.9286
ResNet_101_Weights	IMAGENET1K	imagenet_1k	44,549,160	170 MB	0.7737	0.9534
ResNet_152_Weights	IMAGENET1K	imagenet_1k	60,192,808	230 MB	0.7831	0.9600

class lucid.weights.Wide_ResNet_50_Weights(Enum)
class lucid.weights.Wide_ResNet_101_Weights(Enum)

Enum Name	Tag	Dataset	Parameter Size	File Size	Metric (acc@1)	Metric (acc@5)
Wide_ResNet_50_Weights	IMAGENET1K	imagenet_1k	68,883,240	131 MB	0.7846	0.9409
Wide_ResNet_101_Weights	IMAGENET1K	imagenet_1k	126,886,696	242 MB	0.7885	0.9248

ResNeXt

ConvNet Image Classification

class lucid.weights.ResNeXt_50_32X4D_Weights(Enum)
class lucid.weights.ResNeXt_101_32X8D_Weights(Enum)
class lucid.weights.ResNeXt_101_64X4D_Weights(Enum)

Enum Name	Tag	Dataset	Parameter Size	File Size	Metric (acc@1)	Metric (acc@5)
ResNeXt_50_32X4D_Weights	IMAGENET1K	imagenet_1k	25,028,904	95.7 MB	0.7761	0.9370
ResNeXt_101_32X8D_Weights	IMAGENET1K	imagenet_1k	88,791,336	339 MB	0.7931	0.9457
ResNeXt_101_64X4D_Weights	IMAGENET1K	imagenet_1k	83,455,272	319 MB	0.8325	0.9645

DenseNet

ConvNet Image Classification

class lucid.weights.DenseNet_121_Weights(Enum)
class lucid.weights.DenseNet_169_Weights(Enum)
class lucid.weights.DenseNet_201_Weights(Enum)

Enum Name	Tag	Dataset	Parameter Size	File Size	Metric (acc@1)	Metric (acc@5)
DenseNet_121_Weights	IMAGENET1K	imagenet_1k	7,978,856	30.8 MB	0.7434	0.9197
DenseNet_169_Weights	IMAGENET1K	imagenet_1k	14,149,480	54.7 MB	0.7560	0.9281
DenseNet_201_Weights	IMAGENET1K	imagenet_1k	20,013,928	77.3 MB	0.7690	0.9337

MobileNet

ConvNet Image Classification

class lucid.weights.MobileNet_V2_Weights(Enum)
class lucid.weights.MobileNet_V3_Small_Weights(Enum)
class lucid.weights.MobileNet_V3_Large_Weights(Enum)

Enum Name	Tag	Dataset	Parameter Size	File Size	Metric (acc@1)	Metric (acc@5)
MobileNet_V2_Weights	IMAGENET1K	imagenet_1k	3,504,872	13.5 MB	0.7188	0.9029
MobileNet_V3_Small_Weights	IMAGENET1K	imagenet_1k	2,542,856	9.82 MB	0.6767	0.8740
MobileNet_V3_Large_Weights	IMAGENET1K	imagenet_1k	5,483,032	21.11 MB	0.7404	0.9134