M. Saad Munawar commited on
Commit
3ca229a
1 Parent(s): 8b3081f

https://huggingface.co/spaces/Saad123/minima

Browse files
Files changed (1) hide show
  1. app.py +2 -6
app.py CHANGED
@@ -2,7 +2,6 @@ import gradio as gr
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  import numpy as np
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  import tensorflow as tf
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  import tensorflow_hub as hub
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- import time
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  loaded_model = tf.keras.models.load_model(
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  ('CatDogmodel.h5'),
@@ -13,17 +12,14 @@ def model(image):
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  im_scaled = image/255
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  im_reshape = np.reshape(im_scaled,[1,224,224,3])
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- start = time.time()
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  pred = loaded_model.predict(im_reshape)
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- end=time.time()
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- t = start-end
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  cat_pred = pred
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  dog_pred = 1-pred
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  pred_label = np.argmax(pred)
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  if (pred_label == 0):
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- return "The Image is of a Dog."+"Accuracy:" +dog_pred[0]+"Time:"+t
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  if (pred_label == 1):
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- return "The Image is of a Cat."+"Accuracy:" +cat_pred[1]+"Time"+t
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  image = gr.inputs.Image(shape=(224,224))
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  background='body{background-image:url("https://d2gg9evh47fn9z.cloudfront.net/800px_COLOURBOX35440124.jpg");}'
 
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  import numpy as np
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  import tensorflow as tf
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  import tensorflow_hub as hub
 
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  loaded_model = tf.keras.models.load_model(
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  ('CatDogmodel.h5'),
 
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  im_scaled = image/255
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  im_reshape = np.reshape(im_scaled,[1,224,224,3])
 
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  pred = loaded_model.predict(im_reshape)
 
 
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  cat_pred = pred
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  dog_pred = 1-pred
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  pred_label = np.argmax(pred)
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  if (pred_label == 0):
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+ return "The Image is of a Dog."
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  if (pred_label == 1):
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+ return "The Image is of a Cat."
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  image = gr.inputs.Image(shape=(224,224))
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  background='body{background-image:url("https://d2gg9evh47fn9z.cloudfront.net/800px_COLOURBOX35440124.jpg");}'