This is the output of a Python program, which AI wrote for me. Goal was the comparsion of two images using the Spatial Correlation Coefficient (SCC).

#AI #Python #SCC #script #program #image #images #similarity

I added to my Universal ESRGAN Upscaler the memory usage per tile. Tile size can be better set in this way w.r.t. to the VRAM.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #digitalart #digitalartwork #ESRGAN #RealESRGAN #RRDB #upscaling

Image posted by zentrocdot

civitai.com/images/12522...

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #digitalart #digitalartwork #SDXL

Advanced ESRGAN Network Structure Viewer Advanced ESRGAN network structure viewer and analyser

Visit the home of my ESRGAN network structure viewer and analysis tool.

www.copus.io/work/b51e7ef...

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #ESRGAN #RealESRGAN #RRDB #upscaling

Babs Drinking a Cocktail - Pixel Art Work Collection | OpenSea Sprites and there successor as well as pixel graphics of all kind have been part of my life since my first C64 in the early 80th. This collection contains graphics which I have created over the years....

opensea.io/item/polygon...

#NFT #NFTs #NFTart #NFTartwork #NFTCollectors #nftarti̇st #digitalart #digitalartwork #cryptoart #cryptoartwork #pixelart

Albert Retro Pixel Art - Pixel Art Work Collection | OpenSea Sprites and there successor as well as pixel graphics of all kind have been part of my life since my first C64 in the early 80th. This collection contains graphics which I have created over the years....

opensea.io/item/polygon...

#NFT #NFTs #NFTart #NFTartwork #NFTCollectors #nftarti̇st #digitalart #digitalartwork #cryptoart #cryptoartwork #pixelart

She-Devil #2 - Devil Woman Collection | OpenSea The Devil Woman Collection contains unique photos of a female devil. Due to the devilish theme, the dominant colors are of course red and black. The devil woman's usual headgear is a hat. The she-devi...

opensea.io/item/polygon...

#NFT #NFTs #NFTart #NFTartwork #NFTCollectors #nftarti̇st #AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #digitalart #digitalartwork #promptart #GenerativeAI #cryptoart #cryptoartwork #AIshedevil

She-Devil #85 - Devil Woman Collection | OpenSea The Devil Woman Collection contains unique photos of a female devil. Due to the devilish theme, the dominant colors are of course red and black. The devil woman's usual headgear is a hat. The she-devi...

opensea.io/item/polygon...

#NFT #NFTs #NFTart #NFTartwork #NFTCollectors #nftarti̇st #AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #digitalart #digitalartwork #promptart #GenerativeAI #cryptoart #cryptoartwork #AIshedevil

Bowler Hat Man #19 - Bowler Hat Man | OpenSea Unique images of a man with a bowler hat. The man's face is covered in parts or fully by a crystal ball. Sometimes this crystal ball looks like an apple.

opensea.io/item/polygon...

#NFT #NFTs #NFTart #NFTartwork #NFTCollectors #nftarti̇st #AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #digitalart #digitalartwork #promptart #GenerativeAI #cryptoart #cryptoartwork #bowlerhatman

Japanese Girl in a garden - Asian Girl Collection | OpenSea Asian Girl Collection

Japanese girl.

opensea.io/item/polygon...

#NFT #NFTs #NFTart #NFTartwork #NFTCollectors #nftarti̇st #AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #digitalart #digitalartwork #promptart #GenerativeAI #cryptoart #cryptoartwork #girl

Mechanical Cat Avatar - Avatar Artwork Collection | OpenSea

Avatar.

opensea.io/item/polygon...

#NFT #NFTs #NFTart #NFTartwork #NFTCollectors #nftarti̇st #AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #digitalart #digitalartwork #promptart #GenerativeAI #cryptoart #cryptoartwork #AIcat #avatar

Great Prompt for working with.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated

I modified thegiven Prompt for use with SDXL.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated

For fun. Used the given Prompt in my Tool. First result.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated

Margin / Padding 0

Margin / Padding 25

Left without and right with padding and original image. The used model is not optimal for comparing of images. If you look closely, you can see the four tiles on the left. My algorithm works well.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #ESRGAN #RealESRGAN #RRDB #upscaling

I'm currently trying to check the quality of the tiling. It's not quite working yet. If you look closely, you can see the four tiles here.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #ESRGAN #RealESRGAN #RRDB #upscaling

I am testing now an upscaler from Hugging Face with my tools. Works better than ever in the past. 4 times upscaling here.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #ESRGAN #RealESRGAN #RRDB #upscaling

Testing a new upscaler model. Took over the data from my viewer/analyser tool. Works well. If the models well trained, i get the data and can use them.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #ESRGAN #RealESRGAN #RRDB #upscaling

Cat Avatar - Avatar Image Collection | OpenSea The Avatar Image Collection contains various avatars in different genders and different sexes. It contains a wide range of avatars, from a friendly alien to a stern looking Viking god. The minimum res...

opensea.io/item/polygon...

#NFT #NFTs #NFTart #NFTartwork #NFTCollectors #nftarti̇st #AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #digitalart #digitalartwork #promptart #GenerativeAI #cryptoart #cryptoartwork #AIcat

Colored Fashion Girl #24 - Colored Girls Collection | OpenSea The collection is unique for two reasons. AI images are unique by themselves. By using a special LoRA developed for this set of images by me, they cannot even be imitated in any case.

opensea.io/item/polygon...

#NFT #NFTs #NFTart #NFTartwork #NFTCollectors #nftarti̇st #AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #digitalart #digitalartwork #promptart #GenerativeAI #cryptoart #cryptoartwork #AIgirl

Colored Fashion Girl #16 - Colored Girls Collection | OpenSea The collection is unique for two reasons. AI images are unique by themselves. By using a special LoRA developed for this set of images by me, they cannot even be imitated in any case.

opensea.io/item/polygon...

#NFT #NFTs #NFTart #NFTartwork #NFTCollectors #nftarti̇st #AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #digitalart #digitalartwork #promptart #GenerativeAI #cryptoart #cryptoartwork #AIgirl

Exotic Girl - Beautiful Girl Collection (NSFW) | OpenSea Beautiful Girl Collection

opensea.io/item/polygon...

#NFT #NFTs #NFTart #NFTartwork #NFTCollectors #nftarti̇st #AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #digitalart #digitalartwork #promptart #GenerativeAI #cryptoart #cryptoartwork #AIgirl

Exotic girl - Beautiful Girl Collection (NSFW) | OpenSea Beautiful Girl Collection

opensea.io/item/polygon...

#NFT #NFTs #NFTart #NFTartwork #NFTCollectors #nftarti̇st #AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #digitalart #digitalartwork #promptart #GenerativeAI #cryptoart #cryptoartwork #AIgirl

Sexy Black Girl #1 - Sexy Black Girl #1 | OpenSea In this collection you will find extraordinary erotic AI creations of colored women. If you like colored women with slightly larger breasts, this is the place for you. The pictures are erotic in thei...

opensea.io/item/polygon...

#NFT #NFTs #NFTart #NFTartwork #NFTCollectors #nftarti̇st #AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #digitalart #digitalartwork #promptart #GenerativeAI #cryptoart #cryptoartwork #AIgirl

I added to my tool, what I learned yesterday. Here I make the corruption of an model visible. File size is also to small.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #ESRGAN #RealESRGAN #RRDB #upscaling

Here we get an idea, why the upscaler model is not working. Printing out the tensors confirms that. Totally corrupted internal structure.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #ESRGAN #RealESRGAN #RRDB #upscaling

Last revision of my first version. The network data can be seen in the red marked block of this ESRGAN upscaler model.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #ESRGAN #RealESRGAN #RRDB #upscaling

Last version gives most or all informations for the evaluation of ESRGAN (upscaler) models. Now I have all data for getting the complete set of network data.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #ESRGAN #RealESRGAN #RRDB #upscaling

It is better to let a computer analyze things than to look on its own on the raw data yourself. This model is somehow a mixture in architecture. Raw data can also be printed on demand.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #ESRGAN #RealESRGAN #RRDB #upscaling

I programmed quick and dirty a viewer for ESRGAN with printing additional data on demand.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #ESRGAN #RealESRGAN #RRDB #upscaling