First Commit

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.keras filter=lfs diff=lfs merge=lfs -text

app.py

@@ -0,0 +1,25 @@
+import gradio as gr
+import tensorflow as tf
+import numpy as np
+from timeit import default_timer as timer
+import matplotlib.pyplot as plt
+from PIL import Image
+model=tf.keras.models.load_model("pizza_steak.keras")
+class_names=['Pizza','Steak']
+def load_and_prep_image(img,img_shape=224):
+    if isinstance(img,Image.Image):
+        img=np.array(img)
+    img=tf.convert_to_tensor(img,dtype=tf.float32)
+    img=tf.image.resize(img,size=[img_shape,img_shape])
+    img=img/255
+    return img
+def predict(img):
+    start_time=timer()
+    img=load_and_prep_image(img)
+    pred=model.predict(tf.expand_dims(img,axis=0))
+    pred_class=class_names[int(tf.round(pred)[0][0])]
+    pred_time=round(timer()-start_time,5)
+    return pred_class,pred_time
+
+demo=gr.Interface(fn=predict,inputs=gr.Image(type="pil"),outputs=[gr.Label(num_top_classes=2),gr.Number(label="Prediction time")],title="Pizza vs Steak Classification")
+demo.launch()

pizza_steak.keras

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e4e447ce9082bcac6fca3352143b987ab5fb491d329d997683e70c7cdd3d1322
+size 162742

requirements.txt

@@ -0,0 +1,114 @@
+absl-py==2.2.2
+aiofiles==24.1.0
+annotated-types==0.7.0
+anyio==4.9.0
+asttokens==3.0.0
+astunparse==1.6.3
+certifi==2025.4.26
+charset-normalizer==3.4.1
+click==8.1.8
+colorama==0.4.6
+comm==0.2.2
+contourpy==1.3.2
+cycler==0.12.1
+debugpy==1.8.14
+decorator==5.2.1
+executing==2.2.0
+fastapi==0.115.12
+ffmpy==0.5.0
+filelock==3.18.0
+flatbuffers==25.2.10
+fonttools==4.57.0
+fsspec==2025.3.2
+gast==0.6.0
+git-filter-repo==2.47.0
+google-pasta==0.2.0
+gradio==5.29.0
+gradio_client==1.10.0
+graphviz==0.20.3
+groovy==0.1.2
+grpcio==1.71.0
+h11==0.16.0
+h5py==3.13.0
+httpcore==1.0.9
+httpx==0.28.1
+huggingface-hub==0.30.2
+idna==3.10
+ipykernel==6.29.5
+ipython==9.2.0
+ipython_pygments_lexers==1.1.1
+jedi==0.19.2
+Jinja2==3.1.6
+joblib==1.4.2
+jupyter_client==8.6.3
+jupyter_core==5.7.2
+keras==3.9.2
+kiwisolver==1.4.8
+libclang==18.1.1
+Markdown==3.8
+markdown-it-py==3.0.0
+MarkupSafe==3.0.2
+matplotlib==3.10.1
+matplotlib-inline==0.1.7
+mdurl==0.1.2
+ml_dtypes==0.5.1
+namex==0.0.9
+nest-asyncio==1.6.0
+numpy==2.1.3
+opt_einsum==3.4.0
+optree==0.15.0
+orjson==3.10.18
+packaging==25.0
+pandas==2.2.3
+parso==0.8.4
+pillow==11.2.1
+platformdirs==4.3.7
+prompt_toolkit==3.0.51
+protobuf==5.29.4
+psutil==7.0.0
+pure_eval==0.2.3
+pydantic==2.11.4
+pydantic_core==2.33.2
+pydot==3.0.4
+pydub==0.25.1
+Pygments==2.19.1
+pyparsing==3.2.3
+python-dateutil==2.9.0.post0
+python-multipart==0.0.20
+pytz==2025.2
+pywin32==310
+PyYAML==6.0.2
+pyzmq==26.4.0
+requests==2.32.3
+rich==14.0.0
+ruff==0.11.8
+safehttpx==0.1.6
+scikit-learn==1.6.1
+scipy==1.15.2
+semantic-version==2.10.0
+shellingham==1.5.4
+six==1.17.0
+sniffio==1.3.1
+stack-data==0.6.3
+starlette==0.46.2
+tensorboard==2.19.0
+tensorboard-data-server==0.7.2
+tensorflow==2.19.0
+tensorflow-io-gcs-filesystem==0.31.0
+termcolor==3.0.1
+threadpoolctl==3.6.0
+tomlkit==0.13.2
+tornado==6.4.2
+tqdm==4.67.1
+traitlets==5.14.3
+typer==0.15.3
+typing-inspection==0.4.0
+typing_extensions==4.13.2
+tzdata==2025.2
+urllib3==2.4.0
+uvicorn==0.34.2
+wcwidth==0.2.13
+websockets==15.0.1
+Werkzeug==3.1.3
+wget==3.2
+wrapt==1.17.2