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Update app.py
Browse files
app.py
CHANGED
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@@ -18,7 +18,18 @@ async def classify_image(file: UploadFile = File(...)):
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# Perform image classification
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result = pipe(image)
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except Exception as e:
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# Handle exceptions, for example: file not found, image format issues, etc.
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@@ -31,6 +42,56 @@ async def home():
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<html>
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<head>
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<title>Image Classification</title>
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</head>
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<body>
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<h1>Upload an Image for Classification</h1>
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# Perform image classification
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result = pipe(image)
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# Add an additional comment to the top result
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additional_comment = " - This is the classification result."
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result_with_comment = {
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"label": result[0]['label'],
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"score": result[0]['score'],
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"comment": additional_comment
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}
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# Overall result summary
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overall_result = "All results: " + str(result)
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return {"classification_result": result_with_comment, "overall_result": overall_result} # Return the top prediction with comment and overall summary
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except Exception as e:
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# Handle exceptions, for example: file not found, image format issues, etc.
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<html>
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<head>
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<title>Image Classification</title>
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<style>
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body {
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font-family: Arial, sans-serif;
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background-color: #f0f0f0;
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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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flex-direction: column;
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}
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h1 {
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color: #333;
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}
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form {
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margin: 20px 0;
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padding: 20px;
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background: #fff;
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box-shadow: 0 0 10px rgba(0, 0, 0, 0.1);
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border-radius: 8px;
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}
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input[type="file"] {
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margin-bottom: 10px;
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}
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button {
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background-color: #4CAF50;
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color: white;
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border: none;
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padding: 10px 20px;
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text-align: center;
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text-decoration: none;
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display: inline-block;
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font-size: 16px;
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border-radius: 5px;
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cursor: pointer;
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}
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button:hover {
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background-color: #45a049;
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}
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#result {
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margin-top: 20px;
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padding: 20px;
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background: #fff;
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box-shadow: 0 0 10px rgba(0, 0, 0, 0.1);
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border-radius: 8px;
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max-width: 500px;
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word-wrap: break-word;
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}
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</style>
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</head>
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<body>
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<h1>Upload an Image for Classification</h1>
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