zihaoz96 commited on
Commit
3a3fa0c
1 Parent(s): ce421dd
Files changed (1) hide show
  1. app.py +3 -1
app.py CHANGED
@@ -2,6 +2,8 @@ import gradio as gr
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  import numpy as np
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  from PIL import Image
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  import tensorflow as tf
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  from hugsvision.inference.TorchVisionClassifierInference import TorchVisionClassifierInference
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@@ -33,7 +35,7 @@ def predict_image(image, model_name):
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  image = np.array(image) / 255
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  image = np.expand_dims(image, axis=0)
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- model = "./models/" + model_name + "model.h5"
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  pred = model.predict(image)
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  pred = dict((labels[i], "%.2f" % pred[0][i]) for i in range(len(labels)))
 
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  import numpy as np
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  from PIL import Image
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+ from tensorflow.keras import models
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+ from tensorflow.keras.preprocessing.image import load_img
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  import tensorflow as tf
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  from hugsvision.inference.TorchVisionClassifierInference import TorchVisionClassifierInference
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  image = np.array(image) / 255
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  image = np.expand_dims(image, axis=0)
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+ model = model = models.load_model("./models/" + model_name + "/model.h5")
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  pred = model.predict(image)
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  pred = dict((labels[i], "%.2f" % pred[0][i]) for i in range(len(labels)))