In[]:=
standardcat=NetModel[{"CLIP Multi-domain Feature Extractor","InputDomain"->"Text","Architecture"->"ViT-L/14"}]["A cat in a party hat",NetPort[{"post_normalize","Output"}]];
In[]:=
standardcat
Out[]=
{{-0.388377,0.0229435,-0.0521966,-0.184061,-0.0273186,-0.335549,-0.0175792,-0.186929,0.187707,-0.0906623,-0.228012,
⋯746⋯
,-0.155446,-0.204386,-0.0400002,-0.427648,-0.300965,-0.245181,0.161179,0.100714,-0.489883,-0.306602,0.0674539},
⋯6⋯
,{
⋯1⋯
}}
Full expression not available
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original memory size:
51.3 kB)
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Dimensions[%]
Out[]=
{8,768}
GraphicsGrid[Partition[StableDiffusionSynthesize[Table[xcat+(1-x)dog->BlockRandom[SeedRandom[254345];RandomVariate[NormalDistribution[],{4,64,64}]],{x,0,1,1/11}],sdOptions],6]]
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cat=NetModel[{"CLIP Multi-domain Feature Extractor","InputDomain"->"Text","Architecture"->"ViT-L/14"}]["A cat",NetPort[{"post_normalize","Output"}]];
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dog=NetModel[{"CLIP Multi-domain Feature Extractor","InputDomain"->"Text","Architecture"->"ViT-L/14"}]["A dog",NetPort[{"post_normalize","Output"}]];
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GraphicsGrid[Partition[StableDiffusionSynthesize[Table[xcat+(1-x)dog->BlockRandom[SeedRandom[254345];RandomVariate[NormalDistribution[],{4,64,64}]],{x,0,1,1/11}],sdOptions],6]]
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In[]:=
ImageAssemble[Take[Import["randomplane-100.wxf"],{3,-3},{3,-3}]]
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ImageAssemble[Take[Import["catplane-1024.wxf"],{3,-3},{3,-3}]]
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seedimage=BlockRandom[SeedRandom[33];RandomVariate[NormalDistribution[],{4,64,64}]];
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catembedding=NetModel[{"CLIP Multi-domain Feature Extractor","InputDomain"->"Text","Architecture"->"ViT-L/14"}]["A cat in a party hat",NetPort["post_normalize","Output"]];
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eplane=(SeedRandom[1024];{RandomReal[NormalDistribution[],Dimensions[catembedding]],RandomReal[NormalDistribution[],Dimensions[catembedding]]});
catplane=Table[StableDiffusionSynthesize[((#+catembedding)->seedimage)&/@(#.eplane&/@Table[{x,y},{x,-1,1,.2}]),sdOptions],{y,-1,1,.2}];
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With[{y=0},StableDiffusionSynthesize[((#+catembedding)->seedimage)&/@(#.eplane&/@Table[{x,y},{x,-1,1,.2}]),"UnetBatchSize"->8,ProgressReporting->False,sdOptions]]
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catrow[{-.1,.1}]