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import gradio as gr
from transformers import pipeline
pipeline = pipeline(task="image-classification", model="bortle/astrophotography-object-classifier-alpha")
def predict(image):
predictions = pipeline(image)
return {p["label"]: p["score"] for p in predictions}
gr.Interface(
predict,
inputs=gr.Image(shape=(1080, None), type="pil", label="Upload Astrophotography image"),
outputs=gr.Label(num_top_classes=5),
title="Astrophotography Object Classifier",
allow_flagging="manual"
).launch() |