Xander Steenbruggeさんのイラストまとめ

@TormanJeremy

Tried to create the scariest samples I could using my #vqganclip pipeline, think these turned out pretty great! Happy halloween y'all! 👻🎃

https://t.co/meSGV6WaRj

Fellow AI wizards🧙‍♂️, digital artists👩‍🎨 & ML researchers 👩‍💻: "Which great perceptual loss should I be using that I'm missing out on?"

(I'm currently doing everything with lpips & ssim) #vqganclip

Pointers will be rewarded with art 🎨🥳🎉
https://t.co/meSGV6WaRj

For the collectors: I've minted some of these on my HEC: https://t.co/TcsAHH070T

For the techies:
Turns out sending gradients straight through this rgb-quantization is not great for stability, so I'm also minimizing mean(quant_distances) to keep raw img close to quantized one!

"𝑵𝒊𝒈𝒉𝒕𝒎𝒂𝒓𝒆"

"𝒎𝒚 𝒉𝒆𝒂𝒅 𝒊𝒔 𝒇𝒖𝒍𝒍 𝒐𝒇 𝒏𝒐𝒊𝒔𝒆"

"Daydreaming"

"The ancient temple of time"

"Inception"

Inspired by the amazing work of @HvnsLstAngel I've been experimenting with a "color-quantized VQGAN"
Essentially, I introduced a codebook of possible colors and apply quantization in rgb space.

It's always fascinating how removing entropy can make samples more interesting...