zacharylazzara/tent-detector – Run with an API on Replicate

zacharylazzara / tent-detector

Detects tents in satellite images

Cold

Public
31 runs
CPU
GitHub

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=zacharylazzara/tent-detector

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 zacharylazzara/tent-detector using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "zacharylazzara/tent-detector:26f9ebd736fa246d7b31df5a2aebd02dd734d226c57ebdc71d4486949c95755a",
  {
    input: {
      image: "https://replicate.delivery/pbxt/ImcpFUY2ygBs2PAxi3bCrs8Fv5kZN6zZYze0Jko3ywXMl9ap/x_overview_smaller_smaller.png"
    }
  }
);
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=<paste-your-token-here>

Find your API token in your account settings.

Import the client

import replicate

Run zacharylazzara/tent-detector using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "zacharylazzara/tent-detector:26f9ebd736fa246d7b31df5a2aebd02dd734d226c57ebdc71d4486949c95755a",
    input={
        "image": "https://replicate.delivery/pbxt/ImcpFUY2ygBs2PAxi3bCrs8Fv5kZN6zZYze0Jko3ywXMl9ap/x_overview_smaller_smaller.png"
    }
)
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 zacharylazzara/tent-detector 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": "26f9ebd736fa246d7b31df5a2aebd02dd734d226c57ebdc71d4486949c95755a",
    "input": {
      "image": "https://replicate.delivery/pbxt/ImcpFUY2ygBs2PAxi3bCrs8Fv5kZN6zZYze0Jko3ywXMl9ap/x_overview_smaller_smaller.png"
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Install Cog

brew install cog

If you don’t have Homebrew, there are other installation options available.

Pull and run zacharylazzara/tent-detector using Cog (this will download the full model and run it in your local environment):

cog predict r8.im/zacharylazzara/tent-detector@sha256:26f9ebd736fa246d7b31df5a2aebd02dd734d226c57ebdc71d4486949c95755a \
  -i 'image="https://replicate.delivery/pbxt/ImcpFUY2ygBs2PAxi3bCrs8Fv5kZN6zZYze0Jko3ywXMl9ap/x_overview_smaller_smaller.png"'

To learn more, take a look at the Cog documentation.

Pull and run zacharylazzara/tent-detector using Docker (this will download the full model and run it in your local environment):

docker run -d -p 5000:5000 r8.im/zacharylazzara/tent-detector@sha256:26f9ebd736fa246d7b31df5a2aebd02dd734d226c57ebdc71d4486949c95755a
curl -s -X POST \
  -H "Content-Type: application/json" \
  -d $'{
    "input": {
      "image": "https://replicate.delivery/pbxt/ImcpFUY2ygBs2PAxi3bCrs8Fv5kZN6zZYze0Jko3ywXMl9ap/x_overview_smaller_smaller.png"
    }
  }' \
  http://localhost:5000/predictions