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| <!DOCTYPE html PUBLIC "-//IETF//DTD HTML 2.0//EN"> | ||
| <HTML> | ||
| <HEAD> | ||
| <TITLE> | ||
| Predict handwritten digits | ||
| </TITLE> | ||
| </HEAD> | ||
| <BODY> | ||
| <H1>Predict handwritten digits</H1> | ||
| <P>A handwritten example image of a digit is shown below.</P> | ||
| <P><img src="{{ url_for('static',filename="4.jpg")}}"></P> | ||
| <P>The value of the digit that can be predicted using a Deep Learning model.</P> | ||
| <P>POST example using curl:</P> | ||
| <P>curl -F file=@app/app/static/4.jpg -X POST 'http://127.0.0.1/api/predictlabel'</P> | ||
| <P>{ | ||
| "most_probable_label": "4", | ||
| "predictions": [ | ||
| { | ||
| "label": "0", | ||
| "probability": "8.55888e-09" | ||
| }, | ||
| { | ||
| "label": "1", | ||
| "probability": "1.952776e-05" | ||
| }, | ||
| { | ||
| "label": "2", | ||
| "probability": "1.6258126e-06" | ||
| }, | ||
| { | ||
| "label": "3", | ||
| "probability": "6.6119924e-07" | ||
| }, | ||
| { | ||
| "label": "4", | ||
| "probability": "0.9931753" | ||
| }, | ||
| { | ||
| "label": "5", | ||
| "probability": "8.9275824e-07" | ||
| }, | ||
| { | ||
| "label": "6", | ||
| "probability": "3.894695e-06" | ||
| }, | ||
| { | ||
| "label": "7", | ||
| "probability": "0.0067486116" | ||
| }, | ||
| { | ||
| "label": "8", | ||
| "probability": "9.569092e-06" | ||
| }, | ||
| { | ||
| "label": "9", | ||
| "probability": "3.984138e-05" | ||
| } | ||
| ], | ||
| "success": true | ||
| }</P> | ||
| </BODY> | ||
| </HTML> | ||
| <!DOCTYPE html> | ||
| <html lang="en"> | ||
| <head> | ||
| <title>Predict handwritten digits</title> | ||
| <meta charset="utf-8"> | ||
| <meta name="viewport" content="width=device-width, initial-scale=1"> | ||
| <link href="https://cdn.jsdelivr.net/npm/[email protected]/dist/css/bootstrap.min.css" rel="stylesheet" integrity="sha384-QWTKZyjpPEjISv5WaRU9OFeRpok6YctnYmDr5pNlyT2bRjXh0JMhjY6hW+ALEwIH" crossorigin="anonymous"> | ||
| <script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/js/bootstrap.bundle.min.js" integrity="sha384-YvpcrYf0tY3lHB60NNkmXc5s9fDVZLESaAA55NDzOxhy9GkcIdslK1eN7N6jIeHz" crossorigin="anonymous"></script> | ||
| </head> | ||
| <body> | ||
| <div class="container"> | ||
| <h2>Predict handwritten digits</h2> | ||
| <p>A handwritten example image of a digit is shown below.</p> | ||
| <img src="{{ url_for('static', filename='4.jpg') }}" class="img-fluid img-thumbnail"> | ||
| <p>The value of the digit that can be predicted using a Deep Learning model.</p> | ||
|
|
||
| <h4>POST example using curl</h4> | ||
| <div class="card-group"> | ||
| <div class="card"> | ||
| <div class="card-header">curl -F file=@app/app/static/4.jpg -X POST 'http://127.0.0.1/api/predictlabel'</div> | ||
| <div class="card-body"> | ||
| <pre> | ||
| { | ||
| "most_probable_label": "4", | ||
| "predictions": [ | ||
| { | ||
| "label": "0", | ||
| "probability": "8.55888e-09" | ||
| }, | ||
| { | ||
| "label": "1", | ||
| "probability": "1.952776e-05" | ||
| }, | ||
| { | ||
| "label": "2", | ||
| "probability": "1.6258126e-06" | ||
| }, | ||
| { | ||
| "label": "3", | ||
| "probability": "6.6119924e-07" | ||
| }, | ||
| { | ||
| "label": "4", | ||
| "probability": "0.9931753" | ||
| }, | ||
| { | ||
| "label": "5", | ||
| "probability": "8.9275824e-07" | ||
| }, | ||
| { | ||
| "label": "6", | ||
| "probability": "3.894695e-06" | ||
| }, | ||
| { | ||
| "label": "7", | ||
| "probability": "0.0067486116" | ||
| }, | ||
| { | ||
| "label": "8", | ||
| "probability": "9.569092e-06" | ||
| }, | ||
| { | ||
| "label": "9", | ||
| "probability": "3.984138e-05" | ||
| } | ||
| ], | ||
| "success": true | ||
| } | ||
| </pre> | ||
| </div> | ||
| </div> | ||
| </div> | ||
| <br> | ||
| <h5>CREDITS</h5> | ||
| <p>author: alvertogit<br>copyright: 2018-2024</p> | ||
| </div> | ||
| </body> | ||
| </html> |