wolverinn/ecommerce-virtual-try-on:39860afc – Run with an API on Replicate

Version

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wolverinn /ecommerce-virtual-try-on:39860afc

Playground API

Input

commerce_image

*file

Image containing clothing and human pose

face_image

*file

A person's face

prompt

string

Shift + Return to add a new line

RAW photo, 8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3RAW photo, 8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3

prompt en

Default: "RAW photo, 8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3"

negative_prompt

string

Shift + Return to add a new line

(deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime, mutated hands and fingers:1.4), (deformed, distorted, disfigured:1.3), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, disconnected limbs, mutation, mutated, ugly, disgusting, amputation(deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime, mutated hands and fingers:1.4), (deformed, distorted, disfigured:1.3), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, disconnected limbs, mutation, mutated, ugly, disgusting, amputation

negative prompt

Default: "(deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime, mutated hands and fingers:1.4), (deformed, distorted, disfigured:1.3), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, disconnected limbs, mutation, mutated, ugly, disgusting, amputation"

sampler_name

string

sampler name

Default: "DPM++ 2M SDE"

scheduler

string

scheduler

Default: "Karras"

steps

integer

steps

Default: 20

cfg_scale

integer

cfg scale

Default: 7

denoising_strength

number

denoising strength

Default: 0.75

max_width

integer

max width

Default: 1024

max_height

integer

max height

Default: 1024

only_masked_padding_pixels

integer

only masked padding,pixels

Default: 4

seed

integer

seed

Default: -1

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

npx create-replicate --model=wolverinn/ecommerce-virtual-try-on

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 wolverinn/ecommerce-virtual-try-on using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "wolverinn/ecommerce-virtual-try-on:39860afc9f164ce9734d5666d17a771f986dd2bd3ad0935d845054f73bbec447",
  {
    input: {
      seed: -1,
      steps: 20,
      prompt: "RAW photo, 8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3",
      cfg_scale: 7,
      max_width: 1024,
      scheduler: "Karras",
      max_height: 1024,
      sampler_name: "DPM++ 2M SDE",
      negative_prompt: "(deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime, mutated hands and fingers:1.4), (deformed, distorted, disfigured:1.3), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, disconnected limbs, mutation, mutated, ugly, disgusting, amputation",
      denoising_strength: 0.75,
      only_masked_padding_pixels: 4
    }
  }
);

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 wolverinn/ecommerce-virtual-try-on using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "wolverinn/ecommerce-virtual-try-on:39860afc9f164ce9734d5666d17a771f986dd2bd3ad0935d845054f73bbec447",
    input={
        "seed": -1,
        "steps": 20,
        "prompt": "RAW photo, 8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3",
        "cfg_scale": 7,
        "max_width": 1024,
        "scheduler": "Karras",
        "max_height": 1024,
        "sampler_name": "DPM++ 2M SDE",
        "negative_prompt": "(deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime, mutated hands and fingers:1.4), (deformed, distorted, disfigured:1.3), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, disconnected limbs, mutation, mutated, ugly, disgusting, amputation",
        "denoising_strength": 0.75,
        "only_masked_padding_pixels": 4
    }
)
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 wolverinn/ecommerce-virtual-try-on 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": "39860afc9f164ce9734d5666d17a771f986dd2bd3ad0935d845054f73bbec447",
    "input": {
      "seed": -1,
      "steps": 20,
      "prompt": "RAW photo, 8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3",
      "cfg_scale": 7,
      "max_width": 1024,
      "scheduler": "Karras",
      "max_height": 1024,
      "sampler_name": "DPM++ 2M SDE",
      "negative_prompt": "(deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime, mutated hands and fingers:1.4), (deformed, distorted, disfigured:1.3), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, disconnected limbs, mutation, mutated, ugly, disgusting, amputation",
      "denoising_strength": 0.75,
      "only_masked_padding_pixels": 4
    }
  }' \
  https://api.replicate.com/v1/predictions

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

You can run this model locally using Cog. First, install Cog:

brew install cog

If you don’t have Homebrew, there are other installation options available.

Run this to download the model and run it in your local environment:

cog predict r8.im/wolverinn/ecommerce-virtual-try-on@sha256:39860afc9f164ce9734d5666d17a771f986dd2bd3ad0935d845054f73bbec447 \
  -i 'seed=-1' \
  -i 'steps=20' \
  -i 'prompt="RAW photo, 8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3"' \
  -i 'cfg_scale=7' \
  -i 'max_width=1024' \
  -i 'scheduler="Karras"' \
  -i 'max_height=1024' \
  -i 'sampler_name="DPM++ 2M SDE"' \
  -i 'negative_prompt="(deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime, mutated hands and fingers:1.4), (deformed, distorted, disfigured:1.3), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, disconnected limbs, mutation, mutated, ugly, disgusting, amputation"' \
  -i 'denoising_strength=0.75' \
  -i 'only_masked_padding_pixels=4'

To learn more, take a look at the Cog documentation.

Run this to download the model and run it in your local environment:

docker run -d -p 5000:5000 --gpus=all r8.im/wolverinn/ecommerce-virtual-try-on@sha256:39860afc9f164ce9734d5666d17a771f986dd2bd3ad0935d845054f73bbec447
curl -s -X POST \
  -H "Content-Type: application/json" \
  -d $'{
    "input": {
      "seed": -1,
      "steps": 20,
      "prompt": "RAW photo, 8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3",
      "cfg_scale": 7,
      "max_width": 1024,
      "scheduler": "Karras",
      "max_height": 1024,
      "sampler_name": "DPM++ 2M SDE",
      "negative_prompt": "(deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime, mutated hands and fingers:1.4), (deformed, distorted, disfigured:1.3), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, disconnected limbs, mutation, mutated, ugly, disgusting, amputation",
      "denoising_strength": 0.75,
      "only_masked_padding_pixels": 4
    }
  }' \
  http://localhost:5000/predictions

To learn more, take a look at the Cog documentation.

Output

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