hilongjw/img_seg | Run with an API on Replicate

Input

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

npx create-replicate --model=hilongjw/img_seg

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

const output = await replicate.run(
  "hilongjw/img_seg:85d4db578a288b7d77e6a4a58fae49ff2a1c9e94a183419581d4681730f69fb4",
  {
    input: {
      iou: 0.45,
      imgsz: 1280,
      show_conf: true,
      show_text: true,
      threshold: 0.6
    }
  }
);

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

// To write the file to disk:
fs.writeFile("my-image.png", 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 hilongjw/img_seg using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "hilongjw/img_seg:85d4db578a288b7d77e6a4a58fae49ff2a1c9e94a183419581d4681730f69fb4",
    input={
        "iou": 0.45,
        "imgsz": 1280,
        "show_conf": True,
        "show_text": True,
        "threshold": 0.6
    }
)

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

# To write the file to disk:
with open("my-image.png", "wb") as file:
    file.write(output.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 hilongjw/img_seg 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": "hilongjw/img_seg:85d4db578a288b7d77e6a4a58fae49ff2a1c9e94a183419581d4681730f69fb4",
    "input": {
      "iou": 0.45,
      "imgsz": 1280,
      "show_conf": true,
      "show_text": true,
      "threshold": 0.6
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

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

Run time and cost

This model runs on Nvidia T4 GPU hardware. We don't yet have enough runs of this model to provide performance information.

Readme

This model doesn't have a readme.