Maybe you're unfamiliar with diffusion models?[1] They are examples where it is hopefully clearer that these things are hard to define. If you have good programming skills you should be able to make the connection back to what this has to do with my point. If not, I'm actually fairly confident GPT will be able to do so. There's more than enough in its training data to do that. [0]... - Source: Hacker News / about 1 year ago

Let's introduce Stable Diffusion, a family of models for image generation. It began in Germany as a collaboration between various companies and universities in 2021, focusing on the innovation called the latent diffusion model. Companies like Runway and EleutherAI participated in the project. Initially, Stability AI contributed computing resources, later hiring many of the original researchers, and is now the... - Source: dev.to / over 1 year ago

Recently, Stability AI introduced Stable Diffusion 3.5. - Source: dev.to / almost 2 years ago

Have you ever used AI tools like ChatGPT to chat with a robot or Stable Diffusion to generate unique images? Wondered how they work? - Source: dev.to / about 2 years ago

Import httpx Import os PIXELAPI_KEY = os.environ["PIXELAPI_KEY"] Def color_grade(image_url: str, style: str) -> str: response = httpx.post( "https://pixelapi.dev/api/color-grade", headers={"Authorization": f"Bearer {PIXELAPI_KEY}"}, json={ "image_url": image_url, "style": style, }, timeout=30, ) response.raise_for_status() return... - Source: dev.to / 3 months ago

I shipped PixelAPI's /v1/pattern endpoint yesterday — 8 styles, 512px or 1024px output, recolor + upscale ops, fully seamless tileable. At $0.008/pattern, it's 2-5× cheaper than PatternedAI's GUI sessions. - Source: dev.to / 4 months ago

Import fs from "fs"; Import path from "path"; Import fetch from "node-fetch"; Import FormData from "form-data"; Async function addShadow(imagePath) { const form = new FormData(); form.append("image", fs.createReadStream(imagePath)); const response = await fetch("https://pixelapi.dev/api/shadow-generator", { method: "POST", headers: { Authorization: `Bearer ${process.env.PIXELAPI_KEY}`, ... - Source: dev.to / 4 months ago

Free credits at pixelapi.dev — no card needed. Run your hardest test images through it. - Source: dev.to / 4 months ago