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No application file
initial commit
Browse files- main_app.py +24 -0
- requirements.txt +12 -0
- templates/index.html +23 -0
- weight_pred_model.pkl +3 -0
main_app.py
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import numpy as np
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from flask import Flask, request, render_template
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import pickle
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import gradio as gr
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app = Flask(__name__)
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model = pickle.load(open('weight_pred_model.pkl', 'rb'))
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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('/getprediction',methods=['POST'])
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def getprediction():
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input = [float(x) for x in request.form.values()]
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final_input = [np.array(input)]
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prediction = model.predict(final_input)
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return render_template('index.html', output='Predicted Weight in KGs :{}'.format(prediction))
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if __name__ == "__main__":
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app.run(debug=True)
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requirements.txt
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click==7.1.2
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Flask==1.1.2
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gunicorn==20.0.4
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itsdangerous==1.1.0
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Jinja2==2.11.2
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joblib==0.16.0
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MarkupSafe==1.1.1
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numpy==1.19.1
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scikit-learn==0.23.2
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scipy==1.5.2
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threadpoolctl==2.1.0
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Werkzeug==1.0.1
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templates/index.html
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<html >
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<head>
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<title>Predict the Weight</title>
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</head>
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<body>
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<div>
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<h1>Predict Weight</h1>
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<form action="{{ url_for('getprediction')}}"method="post">
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<input type="text" name="height" placeholder="Height" required="required" />
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<button type="submit" class="btn btn-primary btn-block btn-large">getprediction</button>
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</form>
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<br>
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<br>
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{{ output }}
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</div>
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</body>
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</html>
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weight_pred_model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:c132eeb9f6eaa99f26873c3c26a3ac12efb2bf7d48b3f56b9a132163c0d34463
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size 536
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