Input

model_image

file

Preview

Clear picture of the model

Default: "https://raw.githubusercontent.com/viktorfa/oot_diffusion/main/oot_diffusion/assets/model_1.png"

garment_image

file

Preview

Clear picture of upper body garment

Default: "https://raw.githubusercontent.com/viktorfa/oot_diffusion/main/oot_diffusion/assets/cloth_1.jpg"

person_mask

file

Preview

Mask of the person's upper body

Default: "https://raw.githubusercontent.com/viktorfa/oot_diffusion/main/oot_diffusion/assets/model_1_mask.png"

steps

integer

(minimum: 1, maximum: 40)

Inference steps

Default: 20

guidance_scale

number

(minimum: 1, maximum: 5)

Guidance scale

Default: 2

seed

integer

(minimum: 0, maximum: 18446744073709552000)

Seed

Default: 0

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

npx create-replicate --model=viktorfa/oot_diffusion_with_mask

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";
import fs from "node:fs";

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

Run viktorfa/oot_diffusion_with_mask using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "viktorfa/oot_diffusion_with_mask:c890e02d8180bde7eeed1a138217ee154d8cdd8769a29f02bd51fea33d268385",
  {
    input: {
      seed: 99999,
      steps: 20,
      model_image: "https://raw.githubusercontent.com/viktorfa/oot_diffusion/main/oot_diffusion/assets/model_1.png",
      person_mask: "https://raw.githubusercontent.com/viktorfa/oot_diffusion/main/oot_diffusion/assets/model_1_mask.png",
      garment_image: "https://raw.githubusercontent.com/viktorfa/oot_diffusion/main/oot_diffusion/assets/cloth_1.jpg",
      guidance_scale: 2
    }
  }
);

// 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 viktorfa/oot_diffusion_with_mask using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "viktorfa/oot_diffusion_with_mask:c890e02d8180bde7eeed1a138217ee154d8cdd8769a29f02bd51fea33d268385",
    input={
        "seed": 99999,
        "steps": 20,
        "model_image": "https://raw.githubusercontent.com/viktorfa/oot_diffusion/main/oot_diffusion/assets/model_1.png",
        "person_mask": "https://raw.githubusercontent.com/viktorfa/oot_diffusion/main/oot_diffusion/assets/model_1_mask.png",
        "garment_image": "https://raw.githubusercontent.com/viktorfa/oot_diffusion/main/oot_diffusion/assets/cloth_1.jpg",
        "guidance_scale": 2
    }
)

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

# To write the file to disk:
with open("my-image.png", "wb") as file:
    file.write(output[0].read())

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 viktorfa/oot_diffusion_with_mask 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": "viktorfa/oot_diffusion_with_mask:c890e02d8180bde7eeed1a138217ee154d8cdd8769a29f02bd51fea33d268385",
    "input": {
      "seed": 99999,
      "steps": 20,
      "model_image": "https://raw.githubusercontent.com/viktorfa/oot_diffusion/main/oot_diffusion/assets/model_1.png",
      "person_mask": "https://raw.githubusercontent.com/viktorfa/oot_diffusion/main/oot_diffusion/assets/model_1_mask.png",
      "garment_image": "https://raw.githubusercontent.com/viktorfa/oot_diffusion/main/oot_diffusion/assets/cloth_1.jpg",
      "guidance_scale": 2
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{
  "completed_at": "2024-02-28T00:09:50.766949Z",
  "created_at": "2024-02-28T00:06:52.722204Z",
  "data_removed": false,
  "error": null,
  "id": "nzpvqslbltzl75gu7ouabsbulu",
  "input": {
    "seed": 99999,
    "steps": 20,
    "model_image": "https://raw.githubusercontent.com/viktorfa/oot_diffusion/main/oot_diffusion/assets/model_1.png",
    "person_mask": "https://raw.githubusercontent.com/viktorfa/oot_diffusion/main/oot_diffusion/assets/model_1_mask.png",
    "garment_image": "https://raw.githubusercontent.com/viktorfa/oot_diffusion/main/oot_diffusion/assets/cloth_1.jpg",
    "guidance_scale": 2
  },
  "logs": "Initial seed: 99999\n  0%|          | 0/20 [00:00<?, ?it/s]\n  5%|▌         | 1/20 [00:00<00:16,  1.17it/s]\n 10%|█         | 2/20 [00:01<00:15,  1.19it/s]\n 15%|█▌        | 3/20 [00:02<00:14,  1.18it/s]\n 20%|██        | 4/20 [00:03<00:13,  1.19it/s]\n 25%|██▌       | 5/20 [00:04<00:12,  1.19it/s]\n 30%|███       | 6/20 [00:05<00:11,  1.20it/s]\n 35%|███▌      | 7/20 [00:05<00:10,  1.20it/s]\n 40%|████      | 8/20 [00:06<00:09,  1.20it/s]\n 45%|████▌     | 9/20 [00:07<00:09,  1.20it/s]\n 50%|█████     | 10/20 [00:08<00:08,  1.20it/s]\n 55%|█████▌    | 11/20 [00:09<00:07,  1.20it/s]\n 60%|██████    | 12/20 [00:10<00:06,  1.20it/s]\n 65%|██████▌   | 13/20 [00:10<00:05,  1.20it/s]\n 70%|███████   | 14/20 [00:11<00:04,  1.20it/s]\n 75%|███████▌  | 15/20 [00:12<00:04,  1.20it/s]\n 80%|████████  | 16/20 [00:13<00:03,  1.20it/s]\n 85%|████████▌ | 17/20 [00:14<00:02,  1.20it/s]\n 90%|█████████ | 18/20 [00:15<00:01,  1.20it/s]\n 95%|█████████▌| 19/20 [00:15<00:00,  1.20it/s]\n100%|██████████| 20/20 [00:16<00:00,  1.20it/s]\n100%|██████████| 20/20 [00:16<00:00,  1.20it/s]",
  "metrics": {
    "predict_time": 23.965952,
    "total_time": 178.044745
  },
  "output": [
    "https://replicate.delivery/pbxt/qKZbeyMZ0US6dyNxZg50f2WRQjeOF8MPInLWqs0CAIbZeKsJB/tmpz5u8ddrc.png",
    "https://replicate.delivery/pbxt/d8jROtZbvoL2MZbJEiH1kX3WPViu6D8803d6MflIXKwmXhNJA/tmp0szofjp9.png",
    "https://replicate.delivery/pbxt/Usp1lJHk2VJzCJFiPOfcUgee7DXWnV3gebZHrMmRZkj68KsJB/tmpkmylxkjc.png",
    "https://replicate.delivery/pbxt/uIh8jR5JkSYFNZszZxL1BNRnMRK1WXtI8FQ1tlzgPNhzrwmE/tmpojt08rcp.png"
  ],
  "started_at": "2024-02-28T00:09:26.800997Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/nzpvqslbltzl75gu7ouabsbulu",
    "cancel": "https://api.replicate.com/v1/predictions/nzpvqslbltzl75gu7ouabsbulu/cancel"
  },
  "version": "6e70b41003881930a8e8ecab1b48e1cef353853fb36d71322f8300a2bea5d9fa"
}

Generated in

24.0 seconds

Tweak it Iterate in playgroundReport View full prediction

This output was created using a different version of the model, viktorfa/oot_diffusion_with_mask:6e70b410.

Examples

View more examples

Run time and cost

This model runs on Nvidia L40S GPU hardware. We don't yet have enough runs of this model to provide performance information.

Readme

OOTDiffusion

Credits

The original authors of OOTDiffusion