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Update app.py
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app.py
CHANGED
@@ -4,17 +4,26 @@ from fastai import *
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import torch
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import os
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from PIL import Image
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model_path = 'multi_target_resnet34.pkl'
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model = load_learner(model_path)
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def result(path):
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pred,_,probability = model.predict(path)
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path = 'test images/'
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import torch
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import os
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from PIL import Image
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import pandas as pd
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model_path = 'multi_target_resnet34.pkl'
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helper_csv = 'info.csv'
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df = pd.read_csv(helper_csv)
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model = load_learner(model_path)
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def result(path):
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pred,_,probability = model.predict(path)
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arr = ['Species','Scientific Name','Name','Habitat','Color','Found_In','Diet']
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vals = ['','','','','','','','']
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for x in pred:
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val = df[df['columns'] == x]['values']
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ind = arr.find(val)
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vals[ind] = x
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return f'{arr}-->{vals}'
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path = 'test images/'
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