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BlockRandom[SeedRandom[5323];ResourceFunction["StableDiffusionSynthesize"][{"cat","dog","chair","house","balloon","clock"}]]
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Row[Map[Labeled[#,Style[Text[CommonName[ImageIdentify[Show[#,ImageSize->100]]]],11]]&,%],Spacer[4]]
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Quit
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ResourceUpdate["StableDiffusionSynthesize"]
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BlockRandom[SeedRandom[33];ResourceFunction["StableDiffusionSynthesize"]["A cat in a party hat"]]
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StableDiffusionSynthesize=ResourceFunction["https://www.wolframcloud.com/obj/nikm/DeployedResources/Function/StableDiffusionSynthesize/"];
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$NetModelPath="/home/sw/Dropbox/GeneralBox/Research/LLMScience/FromNik";
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sdOptions=Normal@<|TargetDevice->"GPU",AssociationMap[FileNameJoin[{$NetModelPath,"Parameters/Stable-Diffusion-V1",#<>".wlnet"}]&,{"Unet","Encoder","Decoder"}]|>;
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BlockRandom[SeedRandom[33];StableDiffusionSynthesize["A cat in a party hat",sdOptions]]
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SystemOpen["/home/sw/Dropbox/GeneralBox/Research/LLMScience/FromNik/Parameters/Stable-Diffusion-V1"]
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$Failed
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SetDirectory["/home/sw/Dropbox/GeneralBox/Research/LLMScience/FromNik/Parameters/Stable-Diffusion-V1"]
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/home/sw/Dropbox/GeneralBox/Research/LLMScience/FromNik/Parameters/Stable-Diffusion-V1
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FileNames[]
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{tokenizer_test.h5,unet_test.h5,uninitialized_Decoder.wlnet,uninitialized_Encoder.wlnet,uninitialized_Unet.wlnet}
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(*https://the-eye.eu/public/AI/cah/laion5b/embeddings/laion2B-en/img_emb/img_emb_0033.npyconvertedtoHDF5,1.44GB*)embeddings=Import["https://www.wolframcloud.com/obj/wolframphysics/img_emb_0033.h5","embeddings"];
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Length[embeddings]
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939123
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randomSample=BlockRandom[SeedRandom[1];RandomChoice[embeddings,100]];
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images=DeleteMissing@ParallelMap[Enclose[Confirm[ResourceFunction["LAIONSearch"][#,1]][1,"image"],Missing[]&]&,randomSample];
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GraphicsGrid[Partition[images,12],Frame->All,FrameStyle->Gray]
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images=DeleteMissing@ParallelMap[Enclose[Confirm[ResourceFunction["LAIONSearch"][#,1,"AestheticScore"->1]][1,"image"],Missing[]&]&,randomSample];
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GraphicsGrid[Partition[images,12],Frame->All,FrameStyle->Gray]
Out[]=
In[]:=
images=DeleteMissing@ParallelMap[Enclose[Confirm[ResourceFunction["LAIONSearch"][#,1,"AestheticScore"->0]][1,"image"],Missing[]&]&,randomSample];
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GraphicsGrid[Partition[images,12],Frame->All,FrameStyle->Gray]
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Large run
Large run
CA
CA
Zerify
Zerify
1D
1D
Color Distribution
Color Distribution
Drugging etc.
Drugging etc.