annyyhyang/smart_scop_sam – Run with an API on Replicate

annyyhyang / smart_scop_sam

Use smart crop as the bounding box and use SAM to get the mask

Cold

Public
25 runs
T4

Iterate in playground

Run with an API

Playground API Examples README Versions

Input

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

npx create-replicate --model=annyyhyang/smart_scop_sam

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

const output = await replicate.run(
  "annyyhyang/smart_scop_sam:649884da844173c3c59e873d7333bbcfa8eeaf75c39d470615df6484eb9b9641",
  {
    input: {
      mask_only: false,
      mask_limit: 1,
      multimask_output: false
    }
  }
);

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

output = replicate.run(
    "annyyhyang/smart_scop_sam:649884da844173c3c59e873d7333bbcfa8eeaf75c39d470615df6484eb9b9641",
    input={
        "mask_only": False,
        "mask_limit": 1,
        "multimask_output": False
    }
)
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 annyyhyang/smart_scop_sam 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": "annyyhyang/smart_scop_sam:649884da844173c3c59e873d7333bbcfa8eeaf75c39d470615df6484eb9b9641",
    "input": {
      "mask_only": false,
      "mask_limit": 1,
      "multimask_output": false
    }
  }' \
  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 costs approximately $0.0014 to run on Replicate, or 714 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.

This model runs on Nvidia T4 GPU hardware. Predictions typically complete within 7 seconds.

Readme

This model doesn't have a readme.