mcai/rpg-v4-img2img – Run with an API on Replicate

mcai / rpg-v4-img2img

Generate a new image from an input image with RPG V4

Cold

Public
2.2K runs
A100 (80GB)

Iterate in the playground

Run with an API

Playground API Examples README Versions

Input

image

*file

Inital image to generate variations of.

prompt

string

Shift + Return to add a new line

The Great Wave (Hokusai) with a tiny Mount Fuji in the background.The Great Wave (Hokusai) with a tiny Mount Fuji in the background.

Input prompt

Default: ""

negative_prompt

string

Shift + Return to add a new line

disfigured, kitsch, ugly, oversaturated, greain, low-res, deformed, blurry, bad anatomy, poorly drawn face, mutation, mutated, extra limb, poorly drawn hands, missing limb, floating limbs, disconnected limbs, malformed hands, blur, out of focus, long neck, long body, disgusting, poorly drawn, childish, mutilated, mangled, old, surreal, calligraphy, sign, writing, watermark, text, body out of frame, extra legs, extra arms, extra feet, out of frame, poorly drawn feet, cross-eyedisfigured, kitsch, ugly, oversaturated, greain, low-res, deformed, blurry, bad anatomy, poorly drawn face, mutation, mutated, extra limb, poorly drawn hands, missing limb, floating limbs, disconnected limbs, malformed hands, blur, out of focus, long neck, long body, disgusting, poorly drawn, childish, mutilated, mangled, old, surreal, calligraphy, sign, writing, watermark, text, body out of frame, extra legs, extra arms, extra feet, out of frame, poorly drawn feet, cross-eye

Specify things to not see in the output

Default: "disfigured, kitsch, ugly, oversaturated, greain, low-res, deformed, blurry, bad anatomy, poorly drawn face, mutation, mutated, extra limb, poorly drawn hands, missing limb, floating limbs, disconnected limbs, malformed hands, blur, out of focus, long neck, long body, disgusting, poorly drawn, childish, mutilated, mangled, old, surreal, calligraphy, sign, writing, watermark, text, body out of frame, extra legs, extra arms, extra feet, out of frame, poorly drawn feet, cross-eye"

strength

number

(minimum: 0, maximum: 1)

Strength of the noise

Default: 0.5

upscale

number

(minimum: 1, maximum: 4)

Upscale factor

Default: 1

num_outputs

integer

(minimum: 1, maximum: 4)

Number of images to output.

Default: 1

num_inference_steps

integer

(minimum: 1, maximum: 500)

Number of denoising steps

Default: 30

guidance_scale

number

(minimum: 1, maximum: 20)

Scale for classifier-free guidance

Default: 7.5

scheduler

string

Choose a scheduler.

Default: "EulerAncestralDiscrete"

seed

integer

Random seed. Leave blank to randomize the seed

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

npx create-replicate --model=mcai/rpg-v4-img2img

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 mcai/rpg-v4-img2img using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "mcai/rpg-v4-img2img:788a7564acad074bc12cca953b6a8cc1d0e809f4a6431a5888eef73a188d8139",
  {
    input: {
      image: "https://replicate.delivery/pbxt/IvyFhgXEUwLNcD0HbhZnoqfAH0tht5subUIIscFgyMROb1MH/d7c66c29e54be6e0efe29389aa042773.jpg",
      prompt: "The Great Wave (Hokusai) with a tiny Mount Fuji in the background.",
      upscale: 2,
      strength: 0.5,
      scheduler: "EulerAncestralDiscrete",
      num_outputs: 1,
      guidance_scale: 7.5,
      negative_prompt: "disfigured, kitsch, ugly, oversaturated, greain, low-res, deformed, blurry, bad anatomy, poorly drawn face, mutation, mutated, extra limb, poorly drawn hands, missing limb, floating limbs, disconnected limbs, malformed hands, blur, out of focus, long neck, long body, disgusting, poorly drawn, childish, mutilated, mangled, old, surreal, calligraphy, sign, writing, watermark, text, body out of frame, extra legs, extra arms, extra feet, out of frame, poorly drawn feet, cross-eye",
      num_inference_steps: 30
    }
  }
);

// To access the file URL:
console.log(output[0].url()); //=> "http://example.com"

// To write the file to disk:
fs.writeFile("my-image.png", output[0]);

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 mcai/rpg-v4-img2img using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "mcai/rpg-v4-img2img:788a7564acad074bc12cca953b6a8cc1d0e809f4a6431a5888eef73a188d8139",
    input={
        "image": "https://replicate.delivery/pbxt/IvyFhgXEUwLNcD0HbhZnoqfAH0tht5subUIIscFgyMROb1MH/d7c66c29e54be6e0efe29389aa042773.jpg",
        "prompt": "The Great Wave (Hokusai) with a tiny Mount Fuji in the background.",
        "upscale": 2,
        "strength": 0.5,
        "scheduler": "EulerAncestralDiscrete",
        "num_outputs": 1,
        "guidance_scale": 7.5,
        "negative_prompt": "disfigured, kitsch, ugly, oversaturated, greain, low-res, deformed, blurry, bad anatomy, poorly drawn face, mutation, mutated, extra limb, poorly drawn hands, missing limb, floating limbs, disconnected limbs, malformed hands, blur, out of focus, long neck, long body, disgusting, poorly drawn, childish, mutilated, mangled, old, surreal, calligraphy, sign, writing, watermark, text, body out of frame, extra legs, extra arms, extra feet, out of frame, poorly drawn feet, cross-eye",
        "num_inference_steps": 30
    }
)
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 mcai/rpg-v4-img2img 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": "mcai/rpg-v4-img2img:788a7564acad074bc12cca953b6a8cc1d0e809f4a6431a5888eef73a188d8139",
    "input": {
      "image": "https://replicate.delivery/pbxt/IvyFhgXEUwLNcD0HbhZnoqfAH0tht5subUIIscFgyMROb1MH/d7c66c29e54be6e0efe29389aa042773.jpg",
      "prompt": "The Great Wave (Hokusai) with a tiny Mount Fuji in the background.",
      "upscale": 2,
      "strength": 0.5,
      "scheduler": "EulerAncestralDiscrete",
      "num_outputs": 1,
      "guidance_scale": 7.5,
      "negative_prompt": "disfigured, kitsch, ugly, oversaturated, greain, low-res, deformed, blurry, bad anatomy, poorly drawn face, mutation, mutated, extra limb, poorly drawn hands, missing limb, floating limbs, disconnected limbs, malformed hands, blur, out of focus, long neck, long body, disgusting, poorly drawn, childish, mutilated, mangled, old, surreal, calligraphy, sign, writing, watermark, text, body out of frame, extra legs, extra arms, extra feet, out of frame, poorly drawn feet, cross-eye",
      "num_inference_steps": 30
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{
  "completed_at": "2023-06-03T01:45:58.678376Z",
  "created_at": "2023-06-03T01:45:54.678271Z",
  "data_removed": false,
  "error": null,
  "id": "hi54dlt6djd5fkb4nmoqjnawau",
  "input": {
    "image": "https://replicate.delivery/pbxt/IvyFhgXEUwLNcD0HbhZnoqfAH0tht5subUIIscFgyMROb1MH/d7c66c29e54be6e0efe29389aa042773.jpg",
    "prompt": "The Great Wave (Hokusai) with a tiny Mount Fuji in the background.",
    "upscale": 2,
    "strength": 0.5,
    "scheduler": "EulerAncestralDiscrete",
    "num_outputs": 1,
    "guidance_scale": 7.5,
    "negative_prompt": "disfigured, kitsch, ugly, oversaturated, greain, low-res, deformed, blurry, bad anatomy, poorly drawn face, mutation, mutated, extra limb, poorly drawn hands, missing limb, floating limbs, disconnected limbs, malformed hands, blur, out of focus, long neck, long body, disgusting, poorly drawn, childish, mutilated, mangled, old, surreal, calligraphy, sign, writing, watermark, text, body out of frame, extra legs, extra arms, extra feet, out of frame, poorly drawn feet, cross-eye",
    "num_inference_steps": 30
  },
  "logs": "Using seed: 58193\n  0%|          | 0/15 [00:00<?, ?it/s]\n  7%|▋         | 1/15 [00:00<00:03,  4.26it/s]\n 20%|██        | 3/15 [00:00<00:01,  7.50it/s]\n 33%|███▎      | 5/15 [00:00<00:01,  8.70it/s]\n 47%|████▋     | 7/15 [00:00<00:00,  9.28it/s]\n 60%|██████    | 9/15 [00:01<00:00,  9.62it/s]\n 73%|███████▎  | 11/15 [00:01<00:00,  9.82it/s]\n 87%|████████▋ | 13/15 [00:01<00:00,  9.95it/s]\n100%|██████████| 15/15 [00:01<00:00, 10.02it/s]\n100%|██████████| 15/15 [00:01<00:00,  9.34it/s]",
  "metrics": {
    "predict_time": 4.031051,
    "total_time": 4.000105
  },
  "output": [
    "https://replicate.delivery/pbxt/0Vs4Evea2vyGRS6EucWxwpqQKsPoe7hmQtkQXjl9f12qqJEiA/out-0.png"
  ],
  "started_at": "2023-06-03T01:45:54.647325Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/hi54dlt6djd5fkb4nmoqjnawau",
    "cancel": "https://api.replicate.com/v1/predictions/hi54dlt6djd5fkb4nmoqjnawau/cancel"
  },
  "version": "788a7564acad074bc12cca953b6a8cc1d0e809f4a6431a5888eef73a188d8139"
}

Generated in

4.0 seconds

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Examples

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Run time and cost

This model costs approximately $0.034 to run on Replicate, or 29 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.

This model runs on Nvidia A100 (80GB) GPU hardware. Predictions typically complete within 25 seconds. The predict time for this model varies significantly based on the inputs.

Readme

This model doesn't have a readme.