making hot-dog or not sample app

app.py

@@ -1,9 +1,17 @@
 import gradio as gr
+from transformers import pipeline
 
+pipeline = pipeline(task="image-classification", model="julien-c/hotdog-not-hotdog")
 
-def greet(name):
-    return "Hello " + name + "!!"
 
+def predict(image):
+    predictions = pipeline(image)
+    return {p["label"]: p["score"] for p in predictions}
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+
+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?",
+).launch()

requirements.txt

@@ -0,0 +1,80 @@
+anyio==3.3.2
+appnope==0.1.2
+argon2-cffi==21.1.0
+async-generator==1.10
+attrs==21.2.0
+Babel==2.9.1
+backcall==0.2.0
+bleach==4.1.0
+certifi==2021.5.30
+cffi==1.14.6
+charset-normalizer==2.0.6
+contextvars==2.4
+cycler==0.10.0
+dataclasses==0.8
+decorator==5.1.0
+defusedxml==0.7.1
+dnspython==2.1.0
+entrypoints==0.3
+idna==3.2
+immutables==0.16
+importlib-metadata==4.8.1
+ipykernel==5.5.5
+ipython==7.16.1
+ipython-genutils==0.2.0
+jedi==0.18.0
+Jinja2==3.0.1
+json5==0.9.6
+jsonschema==3.2.0
+jupyter-client==7.0.4
+jupyter-core==4.8.1
+jupyter-server==1.11.0
+jupyterlab-pygments==0.1.2
+jupyterlab-server==2.8.2
+kiwisolver==1.3.1
+MarkupSafe==2.0.1
+matplotlib==3.3.4
+mistune==0.8.4
+nbclassic==0.3.2
+nbclient==0.5.4
+nbconvert==6.0.7
+nbformat==5.1.3
+nest-asyncio==1.5.1
+notebook==6.4.4
+numpy==1.19.5
+packaging==21.0
+pandocfilters==1.5.0
+parso==0.8.2
+pexpect==4.8.0
+pickleshare==0.7.5
+Pillow==8.3.2
+pip-autoremove==0.10.0
+prometheus-client==0.11.0
+prompt-toolkit==3.0.20
+ptyprocess==0.7.0
+pycparser==2.20
+Pygments==2.10.0
+PyMySQL==1.0.2
+pyparsing==2.4.7
+pyrsistent==0.18.0
+python-dateutil==2.8.2
+pytz==2021.1
+PyYAML==5.4.1
+pyzmq==22.3.0
+requests==2.26.0
+requests-unixsocket==0.2.0
+Send2Trash==1.8.0
+six==1.16.0
+sniffio==1.2.0
+terminado==0.12.1
+testpath==0.5.0
+tornado==6.1
+traitlets==4.3.3
+typing-extensions==3.10.0.2
+urllib3==1.26.7
+wcwidth==0.2.5
+webencodings==0.5.1
+websocket-client==1.2.1
+zipp==3.5.1
+transformers
+torch