hadilq/dragon-notdragon | Run with an API on Replicate

hadilq / dragon-notdragon

a fine-tuned model to detect dragon in images.

Cold

Public
32 runs
CPU

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=hadilq/dragon-notdragon

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 hadilq/dragon-notdragon using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "hadilq/dragon-notdragon:987d1eb620cb2bf82d60c1ff8cf106fc4fefb4c1b2ea9da06d001035fda02bc0",
  {
    input: {
      image: "https://replicate.delivery/pbxt/KqSmEa9IJHOmEaAJcVCqUYkI0QzByYg5u4OK1yyfZUdb9v0r/2c25e5a62e6b9cd8f84c8a5cf5a9b1d0.jpg"
    }
  }
);

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 hadilq/dragon-notdragon using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "hadilq/dragon-notdragon:987d1eb620cb2bf82d60c1ff8cf106fc4fefb4c1b2ea9da06d001035fda02bc0",
    input={
        "image": "https://replicate.delivery/pbxt/KqSmEa9IJHOmEaAJcVCqUYkI0QzByYg5u4OK1yyfZUdb9v0r/2c25e5a62e6b9cd8f84c8a5cf5a9b1d0.jpg"
    }
)
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 hadilq/dragon-notdragon 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": "hadilq/dragon-notdragon:987d1eb620cb2bf82d60c1ff8cf106fc4fefb4c1b2ea9da06d001035fda02bc0",
    "input": {
      "image": "https://replicate.delivery/pbxt/KqSmEa9IJHOmEaAJcVCqUYkI0QzByYg5u4OK1yyfZUdb9v0r/2c25e5a62e6b9cd8f84c8a5cf5a9b1d0.jpg"
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

dragon

Generated in

0.8 seconds

Tweak it Share Report View full prediction

This output was created using a different version of the model, hadilq/dragon-notdragon:aafccebb.

Run time and cost

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

Readme

This is a simple tensorflow model to detect dragon in images by fine-tuning VGG16 model. I trained it in Google colab, where you can find the original code in https://huggingface.co/hadilq/dragon-notdragon.