Prediction

Model

hassamdevsy/mask2former:3bc93de0

nbvg6trbvknp6dwvuy7kvm3zse

Status

Succeeded

Source

Web

Hardware

CPU

Total duration

6.1s

Created

over 2 years ago

Webhook

–

Input

image: https://replicate.delivery/pbxt/J2w7zyplt7jfAY2l7sdL2hE2ajCKu50ivvSisbHCmJ7vw1Q9/drawing%20Room.jpeg

{
  "image": "https://replicate.delivery/pbxt/J2w7zyplt7jfAY2l7sdL2hE2ajCKu50ivvSisbHCmJ7vw1Q9/drawing%20Room.jpeg"
}

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=r8_AGj**********************************

This is your API token. Keep it to yourself.

Import and set up the client:

import Replicate from "replicate";

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

Run hassamdevsy/mask2former using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "hassamdevsy/mask2former:3bc93de0fbd7e56ef3842717f2de76645c9a333c29c1c8a28b43e85d34b4c2fc",
  {
    input: {
      image: "https://replicate.delivery/pbxt/J2w7zyplt7jfAY2l7sdL2hE2ajCKu50ivvSisbHCmJ7vw1Q9/drawing%20Room.jpeg"
    }
  }
);

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=r8_AGj**********************************

This is your API token. Keep it to yourself.

Import the client:

import replicate

Run hassamdevsy/mask2former using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "hassamdevsy/mask2former:3bc93de0fbd7e56ef3842717f2de76645c9a333c29c1c8a28b43e85d34b4c2fc",
    input={
        "image": "https://replicate.delivery/pbxt/J2w7zyplt7jfAY2l7sdL2hE2ajCKu50ivvSisbHCmJ7vw1Q9/drawing%20Room.jpeg"
    }
)

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=r8_AGj**********************************

This is your API token. Keep it to yourself.

Run hassamdevsy/mask2former 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": "hassamdevsy/mask2former:3bc93de0fbd7e56ef3842717f2de76645c9a333c29c1c8a28b43e85d34b4c2fc",
    "input": {
      "image": "https://replicate.delivery/pbxt/J2w7zyplt7jfAY2l7sdL2hE2ajCKu50ivvSisbHCmJ7vw1Q9/drawing%20Room.jpeg"
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

Object output with 2 properties

objects

[
  {
    "color": [
      120,
      120,
      120
    ],
    "label": "wall"
  },
  {
    "color": [
      80,
      50,
      50
    ],
    "label": "floor"
  },
  {
    "color": [
      120,
      120,
      80
    ],
    "label": "ceiling"
  },
  {
    "color": [
      255,
      6,
      82
    ],
    "label": "table"
  },
  {
    "color": [
      255,
      51,
      7
    ],
    "label": "curtain"
  },
  {
    "color": [
      204,
      70,
      3
    ],
    "label": "chair"
  },
  {
    "color": [
      255,
      6,
      51
    ],
    "label": "painting"
  },
  {
    "color": [
      11,
      102,
      255
    ],
    "label": "sofa"
  },
  {
    "color": [
      255,
      9,
      92
    ],
    "label": "rug"
  },
  {
    "color": [
      8,
      255,
      214
    ],
    "label": "armchair"
  },
  {
    "color": [
      224,
      255,
      8
    ],
    "label": "lamp"
  },
  {
    "color": [
      255,
      194,
      7
    ],
    "label": "cushion"
  },
  {
    "color": [
      0,
      255,
      112
    ],
    "label": "coffee"
  },
  {
    "color": [
      255,
      0,
      0
    ],
    "label": "flower"
  },
  {
    "color": [
      255,
      173,
      0
    ],
    "label": "light"
  },
  {
    "color": [
      0,
      41,
      255
    ],
    "label": "sconce"
  },
  {
    "color": [
      0,
      245,
      255
    ],
    "label": "fan"
  }
]

segment(output_mask.png)

Download output

{
  "id": "nbvg6trbvknp6dwvuy7kvm3zse",
  "model": "hassamdevsy/mask2former",
  "version": "3bc93de0fbd7e56ef3842717f2de76645c9a333c29c1c8a28b43e85d34b4c2fc",
  "input": {
    "image": "https://replicate.delivery/pbxt/J2w7zyplt7jfAY2l7sdL2hE2ajCKu50ivvSisbHCmJ7vw1Q9/drawing%20Room.jpeg"
  },
  "logs": "",
  "output": {
    "objects": [
      {
        "color": [
          120,
          120,
          120
        ],
        "label": "wall"
      },
      {
        "color": [
          80,
          50,
          50
        ],
        "label": "floor"
      },
      {
        "color": [
          120,
          120,
          80
        ],
        "label": "ceiling"
      },
      {
        "color": [
          255,
          6,
          82
        ],
        "label": "table"
      },
      {
        "color": [
          255,
          51,
          7
        ],
        "label": "curtain"
      },
      {
        "color": [
          204,
          70,
          3
        ],
        "label": "chair"
      },
      {
        "color": [
          255,
          6,
          51
        ],
        "label": "painting"
      },
      {
        "color": [
          11,
          102,
          255
        ],
        "label": "sofa"
      },
      {
        "color": [
          255,
          9,
          92
        ],
        "label": "rug"
      },
      {
        "color": [
          8,
          255,
          214
        ],
        "label": "armchair"
      },
      {
        "color": [
          224,
          255,
          8
        ],
        "label": "lamp"
      },
      {
        "color": [
          255,
          194,
          7
        ],
        "label": "cushion"
      },
      {
        "color": [
          0,
          255,
          112
        ],
        "label": "coffee"
      },
      {
        "color": [
          255,
          0,
          0
        ],
        "label": "flower"
      },
      {
        "color": [
          255,
          173,
          0
        ],
        "label": "light"
      },
      {
        "color": [
          0,
          41,
          255
        ],
        "label": "sconce"
      },
      {
        "color": [
          0,
          245,
          255
        ],
        "label": "fan"
      }
    ],
    "segment": "https://replicate.delivery/pbxt/CJeUQYntErT5HaGAWOmSVlf12AECqn51iEYhuXzc36BEyiIRA/output_mask.png"
  },
  "data_removed": false,
  "error": null,
  "source": "web",
  "status": "succeeded",
  "created_at": "2023-06-22T16:44:46.533389Z",
  "started_at": "2023-06-22T16:44:46.491606Z",
  "completed_at": "2023-06-22T16:44:52.610592Z",
  "urls": {
    "cancel": "https://api.replicate.com/v1/predictions/nbvg6trbvknp6dwvuy7kvm3zse/cancel",
    "get": "https://api.replicate.com/v1/predictions/nbvg6trbvknp6dwvuy7kvm3zse"
  },
  "metrics": {
    "predict_time": 6.118986,
    "total_time": 6.077203
  }
}

Generated in

6.1 seconds

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