jagilley/stable-diffusion-depth2img:d488378e – Run with an API on Replicate

Version

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jagilley /stable-diffusion-depth2img:d488378e

Input

prompt

string

Shift + Return to add a new line

Wanderer above the sea of fog, digital artWanderer above the sea of fog, digital art

The prompt to guide the image generation.

Default: "Wanderer above the sea of fog, digital art"

negative_prompt

string

Shift + Return to add a new line

Keywords to exclude from the resulting image

input_image

*file

Input image to be used as the starting point

prompt_strength

number

Prompt strength when providing the image. 1.0 corresponds to full destruction of information in init image.

Default: 0.8

num_outputs

integer

(minimum: 1, maximum: 8)

Number of images to generate

Default: 1

num_inference_steps

integer

(minimum: 1, maximum: 500)

The number of denoising steps. More denoising steps usually lead to a higher quality image at the expense of slower inference.

Default: 50

guidance_scale

number

(minimum: 1, maximum: 20)

Scale for classifier-free guidance. Higher guidance scale encourages to generate images that are closely linked to the text prompt, usually at the expense of lower image quality.

Default: 7.5

scheduler

string

Choose a scheduler

Default: "DPMSolverMultistep"

seed

integer

Random seed. Leave blank to randomize the seed

depth_image

file

Depth image (optional). Specifies the depth of each pixel in the input image.

Run this model in Node.js with one line of code:

npx create-replicate --model=jagilley/stable-diffusion-depth2img

or set up a project from scratch

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run jagilley/stable-diffusion-depth2img using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "jagilley/stable-diffusion-depth2img:d488378e301ffa295b360e6a34e0a504b772449c75f570a9f4e5089d05f660df",
  {
    input: {
      prompt: "Wanderer above the sea of fog, digital art",
      scheduler: "DPMSolverMultistep",
      num_outputs: 1,
      guidance_scale: 7.5,
      prompt_strength: 0.8,
      num_inference_steps: 50
    }
  }
);
console.log(output);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import the client:

import replicate

Run jagilley/stable-diffusion-depth2img using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "jagilley/stable-diffusion-depth2img:d488378e301ffa295b360e6a34e0a504b772449c75f570a9f4e5089d05f660df",
    input={
        "prompt": "Wanderer above the sea of fog, digital art",
        "scheduler": "DPMSolverMultistep",
        "num_outputs": 1,
        "guidance_scale": 7.5,
        "prompt_strength": 0.8,
        "num_inference_steps": 50
    }
)
print(output)

To learn more, take a look at the guide on getting started with Python.

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Run jagilley/stable-diffusion-depth2img using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

curl -s -X POST \
  -H "Authorization: Bearer $REPLICATE_API_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Prefer: wait" \
  -d $'{
    "version": "d488378e301ffa295b360e6a34e0a504b772449c75f570a9f4e5089d05f660df",
    "input": {
      "prompt": "Wanderer above the sea of fog, digital art",
      "scheduler": "DPMSolverMultistep",
      "num_outputs": 1,
      "guidance_scale": 7.5,
      "prompt_strength": 0.8,
      "num_inference_steps": 50
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

No output yet! Press "Submit" to start a prediction.