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Super Resolution

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The Super Resolution API uses machine learning to clarify, sharpen, and upscale the photo without losing its content and defining characteristics. Blurry images are unfortunately common and are a problem for professionals and hobbyists alike. Super resolution uses machine learning techniques to upscale images in a fraction of a second.



API Docs
Recently generated images:

Super Resolution API Documentation

Pricing: $5 per 100 API calls, or $5 per 500 for DeepAI Pro subscribers

Super Resolution cURL Examples

 
# Example posting a image URL:

curl \
    -F 'image=YOUR_IMAGE_URL' \
    -H 'api-key:YOUR_API_KEY' \
    https://api.deepai.org/api/torch-srgan 


# Example posting a local image file:

curl \
    -F 'image=@/path/to/your/file.jpg' \
    -H 'api-key:YOUR_API_KEY' \
    https://api.deepai.org/api/torch-srgan

Super Resolution Javascript Examples

 
// Example posting a image URL:
(async function() {
    const resp = await fetch('https://api.deepai.org/api/torch-srgan', {
        method: 'POST',
        headers: {
            'Content-Type': 'application/json',
            'api-key': 'YOUR_API_KEY'
        },
        body: JSON.stringify({
            image: "YOUR_IMAGE_URL",
        })
    });
    
    const data = await resp.json();
    console.log(data);
})()


// Example posting file picker input image (Browser only):
document.getElementById('yourFileInputId').addEventListener('change', async function() {
       const file = this.files[0];
       const formData = new FormData();
       formData.append('text', file);

       const resp = await fetch('https://api.deepai.org/api/torch-srgan', {
           method: 'POST',
           headers: {
               'api-key': 'YOUR_API_KEY'
           },
           body: formData
       });

       const data = await resp.json();
       console.log(data);
});

// Example posting a local image file (Node.js only):
const fs = require('fs');
const axios = require('axios');
(async function() {
       const fileStream = fs.createReadStream('/path/to/your/file.txt');

       const resp = await axios.post('https://api.deepai.org/api/torch-srgan', fileStream, {
           headers: {
               'Content-Type': 'application/json',
               'api-key': 'YOUR_API_KEY'
           }
       });

       console.log(resp.data);
});

Super Resolution Python Examples

 
# Example posting a image URL:

import requests
r = requests.post(
    "https://api.deepai.org/api/torch-srgan",
    data={
        'image': 'YOUR_IMAGE_URL',
    },
    headers={'api-key': 'YOUR_API_KEY'}
)
print(r.json())


# Example posting a local image file:

import requests
r = requests.post(
    "https://api.deepai.org/api/torch-srgan",
    files={
        'image': open('/path/to/your/file.jpg', 'rb'),
    },
    headers={'api-key': 'YOUR_API_KEY'}
)
print(r.json())

Super Resolution Ruby Examples

 
# Example posting a image URL:

require 'rest_client'
r = RestClient::Request.execute(method: :post, url: 'https://api.deepai.org/api/torch-srgan', timeout: 600,
    headers: {'api-key' => 'YOUR_API_KEY'},
    payload: {
        'image' => 'YOUR_IMAGE_URL',
    }
)
puts r


# Example posting a local image file:

require 'rest_client'
r = RestClient::Request.execute(method: :post, url: 'https://api.deepai.org/api/torch-srgan', timeout: 600,
    headers: {'api-key' => 'YOUR_API_KEY'},
    payload: {
        'image' => File.new('/path/to/your/file.jpg'),
    }
)
puts r

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