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app.py

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+import subprocess
+import gradio as gr
+
+def run(input_image):
+    output = subprocess.check_output("bin/detect-image")
+    return output.decode("utf-8")
+
+gr.Interface(
+    fn=run,
+    inputs=gr.Image("pil"),
+    outputs=gr.Textbox(),
+).launch()

packages.txt

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+libopencv-dev