ppicazo commited on
Commit
d0220f8
·
1 Parent(s): 070785e

Update app.py

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Files changed (1) hide show
  1. app.py +14 -1
app.py CHANGED
@@ -1,3 +1,16 @@
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  import gradio as gr
 
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- gr.Interface.load("models/bortle/astrophotography-object-classifier-alpha").launch()
 
 
 
 
 
 
 
 
 
 
 
 
 
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  import gradio as gr
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+ from transformers import pipeline
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+ pipeline = pipeline(task="image-classification", model="bortle/astrophotography-object-classifier-alpha")
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+
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+ def predict(image):
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+ predictions = pipeline(image)
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+ return {p["label"]: p["score"] for p in predictions}
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+
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+ gr.Interface(
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+ predict,
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+ inputs=gr.inputs.Image(label="Upload Astrophotography image", type="filepath"),
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+ outputs=gr.outputs.Label(num_top_classes=2),
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+ title="Astrophotography Object Classifier",
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+ allow_flagging="manual"
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+ ).launch()