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<!DOCTYPE html> |
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<html lang="en"> |
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<head> |
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<meta charset="UTF-8"> |
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<meta name="viewport" content="width=device-width, initial-scale=1.0"> |
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<title>Flower Predictor</title> |
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<style> |
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body { |
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font-family: Arial, sans-serif; |
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margin: 0; |
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padding: 0; |
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display: flex; |
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justify-content: center; |
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align-items: center; |
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height: 100vh; |
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background-color: #f2f2f2; |
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} |
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form { |
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background-color: #fff; |
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padding: 20px; |
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border-radius: 10px; |
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box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1); |
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} |
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label { |
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display: block; |
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margin-bottom: 10px; |
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} |
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input[type="text"] { |
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width: 100%; |
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padding: 10px; |
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margin-bottom: 20px; |
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border: 1px solid #ccc; |
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border-radius: 5px; |
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box-sizing: border-box; |
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} |
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input[type="submit"] { |
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background-color: #4CAF50; |
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color: white; |
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padding: 10px 20px; |
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border: none; |
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border-radius: 5px; |
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cursor: pointer; |
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} |
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input[type="submit"]:hover { |
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background-color: #45a049; |
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} |
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</style> |
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</head> |
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<body> |
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<div> |
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<h1>Flower Predictor</h1> |
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<p>Enter the flower measurements to predict the class of the flower.</p> |
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<p> The predicted class is: <span id="predicted_class"></span> </p> |
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</div> |
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<form id="flowerForm"> |
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<label for="petal_length">Petal Length:</label> |
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<input type="text" id="petal_length" name="petal_length" required> |
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<label for="sepal_length">Sepal Length:</label> |
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<input type="text" id="sepal_length" name="sepal_length" required> |
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<label for="petal_width">Petal Width:</label> |
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<input type="text" id="petal_width" name="petal_width" required> |
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<label for="sepal_width">Sepal Width:</label> |
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<input type="text" id="sepal_width" name="sepal_width" required> |
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<input type="submit" value="Predict"> |
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</form> |
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<script> |
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document.getElementById("flowerForm").addEventListener("submit", function(event) { |
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event.preventDefault(); |
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const formData = new FormData(event.target); |
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const requestData = {}; |
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formData.forEach((value, key) => { |
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requestData[key] = value; |
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}); |
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fetch("/predict", { |
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method: "POST", |
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headers: { |
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"Content-Type": "application/json" |
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}, |
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body: JSON.stringify(requestData) |
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}) |
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.then(response => { |
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if (!response.ok) { |
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throw new Error("Network response was not ok"); |
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} |
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return response.json(); |
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}) |
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.then(data => { |
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console.log(data); |
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document.getElementById("predicted_class").innerText = data.predicted_class; |
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}) |
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.catch(error => { |
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console.error("Error:", error); |
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alert("An error occurred. Please try again."); |
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}); |
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}); |
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</script> |
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</body> |
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</html> |
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