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Update app.py
Browse files
app.py
CHANGED
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@@ -17,54 +17,54 @@ osmf = YOLO(model_path, task="classify")
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@app.route('/')
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def home():
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return render_template('index.html')
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@app.route('/predict', methods=['POST'])
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def predict():
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if 'image' not in request.files:
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return jsonify({'error': 'No image provided', 'status': 'error'}), 400
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'class': name,
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'confidence': f"{confidence:.2f}%",
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'status': 'success'
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})
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if __name__ == '__main__':
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port = int(os.environ.get('PORT', 7860))
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app.run(host='0.0.0.0', port=port)
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@app.route('/')
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def home():
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return render_template('index.html')
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@app.route('/predict', methods=['POST'])
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def predict():
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if 'image' not in request.files:
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return jsonify({'error': 'No image provided', 'status': 'error'}), 400
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file = request.files['image']
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if not file.filename:
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return jsonify({'error': 'Empty file provided', 'status': 'error'}), 400
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try:
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# Secure the filename and create temporary file
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filename = secure_filename(file.filename)
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with tempfile.NamedTemporaryFile(delete=False, suffix='.png') as temp_file:
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file.save(temp_file.name)
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temp_path = temp_file.name
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# Process image
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predict = osmf(temp_path)
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results = predict[0].to_json()
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predict_dict = json.loads(results)
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# Extract prediction results
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name = predict_dict[0]["name"]
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confidence = float(predict_dict[0]["confidence"]) * 100
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except Exception as e:
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return jsonify({
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'error': str(e),
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'status': 'error'
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}), 500
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finally:
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# Cleanup temporary files
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try:
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if 'temp_file' in locals():
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os.close(temp_file.fileno())
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os.unlink(temp_path)
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except Exception:
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pass
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return jsonify({
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'class': name,
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'confidence': f"{confidence:.2f}%",
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'status': 'success'
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})
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if __name__ == '__main__':
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port = int(os.environ.get('PORT', 7860))
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app.run(host='0.0.0.0', port=port)
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