Change app.py to use a HuggingFace sample model.

.vscode/settings.json

@@ -0,0 +1,3 @@
+{
+    "python.pythonPath": "env\\Scripts\\python.exe"
+}

app.py

@@ -1,7 +1,21 @@
 import gradio as gr
+from transformers import pipeline
 
-def greet(name):
-    return f"Hello {name}!"
+pipeline = pipeline(task="image-classification", model="julien-c/hotdog-not-hotdog")
 
-demo = gr.Interface(fn=greet, inputs="text", outputs="text")
-demo.launch()
+# def greet(name):
+#     return f"Hello {name}!"
+
+# demo = gr.Interface(fn=greet, inputs="text", outputs="text")
+
+def predict(image):
+    predictions = pipeline(image)
+    return {p["label"]: p["score"] for p in predictions}
+
+demo = gr.Interface(
+    predict,
+    inputs=gr.inputs.Image(label="Upload hot dog candidate", type="filepath"),
+    outputs=gr.outputs.Label(num_top_classes=2),
+    title="Hot Dog? Or Not?"
+)
+demo.launch()

requirements.txt

@@ -0,0 +1,73 @@
+aiofiles==23.1.0
+aiohttp==3.8.4
+aiosignal==1.3.1
+altair==4.2.2
+anyio==3.6.2
+async-timeout==4.0.2
+attrs==22.2.0
+certifi==2022.12.7
+charset-normalizer==3.1.0
+click==8.1.3
+colorama==0.4.6
+contourpy==1.0.7
+cycler==0.11.0
+entrypoints==0.4
+fastapi==0.95.0
+ffmpy==0.3.0
+filelock==3.10.7
+fonttools==4.39.3
+frozenlist==1.3.3
+fsspec==2023.3.0
+gradio==3.24.0
+gradio_client==0.0.5
+h11==0.14.0
+httpcore==0.16.3
+httpx==0.23.3
+huggingface-hub==0.13.3
+idna==3.4
+importlib-resources==5.12.0
+Jinja2==3.1.2
+jsonschema==4.17.3
+kiwisolver==1.4.4
+linkify-it-py==2.0.0
+markdown-it-py==2.2.0
+MarkupSafe==2.1.2
+matplotlib==3.7.1
+mdit-py-plugins==0.3.3
+mdurl==0.1.2
+mpmath==1.3.0
+multidict==6.0.4
+networkx==3.0
+numpy==1.24.2
+orjson==3.8.9
+packaging==23.0
+pandas==1.5.3
+Pillow==9.4.0
+pydantic==1.10.7
+pydub==0.25.1
+pyparsing==3.0.9
+pyrsistent==0.19.3
+python-dateutil==2.8.2
+python-multipart==0.0.6
+pytz==2023.3
+PyYAML==6.0
+regex==2023.3.23
+requests==2.28.2
+rfc3986==1.5.0
+semantic-version==2.10.0
+six==1.16.0
+sniffio==1.3.0
+starlette==0.26.1
+sympy==1.11.1
+tokenizers==0.13.2
+toolz==0.12.0
+torch==2.0.0
+tqdm==4.65.0
+transformers==4.27.4
+typing_extensions==4.5.0
+uc-micro-py==1.0.1
+urllib3==1.26.15
+uvicorn==0.21.1
+websockets==10.4
+yarl==1.8.2
+zipp==3.15.0