Init commit

Signed-off-by: Aisuko <[email protected]>

app.py

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+import gradio as gr
+from transformers import pipeline
+
+
+pipeline=pipeline(task="image-classification", model="julien-c/hotdog-not-hotdog")
+
+def predict(input_img):
+    predictions=pipeline(input_img)
+    return input_img, {p["label"]:p["score"] for p in predictions}
+
+
+gradio_app=gr.Interface(
+    predict,
+    inputs=gr.Image(label="Select hot dog candidate", sources=['upload', 'webcam'], type="pil"),
+    outputs=[gr.Image(label="Processed Image"), gr.Label(label="Result", num_top_classes=2)],
+    title="Hot Dog or Not Hot Dog",
+)
+
+if __name__=="__main__":
+    gradio_app.launch()
+

requirements.txt

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+torch==2.1.1
+transformers==4.35.2