viktorfa / oot_diffusion_with_mask

Generate a model with a garment faster if you have a mask image

Cold

Public
614 runs
L40S
GitHub

Iterate in playground

Run with an API

Playground API Examples README Versions

Prediction

viktorfa/oot_diffusion_with_mask:6e70b41003881930a8e8ecab1b48e1cef353853fb36d71322f8300a2bea5d9fa

Model

viktorfa/oot_diffusion_with_mask:6e70b410

nzpvqslbltzl75gu7ouabsbulu

Status

Succeeded

Source

Web

Hardware

A40

Total duration

2m 58s

Created

over 1 year ago

Input

seed: 99999
steps: 20
model_image
person_mask
garment_image
guidance_scale: 2

{
  "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
}

Install Replicate’s Node.js client library:

npm install replicate

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:6e70b41003881930a8e8ecab1b48e1cef353853fb36d71322f8300a2bea5d9fa",
  {
    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

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:6e70b41003881930a8e8ecab1b48e1cef353853fb36d71322f8300a2bea5d9fa",
    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.

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:6e70b41003881930a8e8ecab1b48e1cef353853fb36d71322f8300a2bea5d9fa",
    "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 ShareReport

Want to make some of these yourself?

Run this model