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.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
+MobileNet-V2-Cats-Dogs.keras filter=lfs diff=lfs merge=lfs -text

MobileNet-V2-Cats-Dogs.keras

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66e2cb8f4a8447ddb97c4190f5adcb61e34c6d5510e950f26c07f04d960c3f06
+size 9644322

app.py

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+import gradio as gr
+import tensorflow as tf
+import numpy as np
+from PIL import Image
+
+new_model = tf.keras.models.load_model("./MobileNet-V2-Cats-Dogs.keras")
+
+def image_classifier(inp):
+    
+      # Convert PIL image to TensorFlow tensor
+    img = tf.convert_to_tensor(inp, dtype=tf.float32)
+    
+    # Resize the image
+    img = tf.image.resize(img, (160,160))
+    
+    
+
+    out = new_model.predict(tf.expand_dims(img,0)).flatten()
+    predictions = tf.where(out < 0.5, 0, 1)
+    predictions = tf.squeeze(predictions)
+
+    print("The out : ", out[0])
+    if out[0] > 0.5 :
+        return {'dog': 1}
+    else:
+        return {'cat': 1}
+        
+        
+demo = gr.Interface(fn=image_classifier, inputs="image", outputs="label")
+demo.launch(debug=True)

requirements.txt

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+absl-py==2.3.0
+aiofiles==24.1.0
+annotated-types==0.7.0
+anyio==4.9.0
+astunparse==1.6.3
+certifi==2025.6.15
+charset-normalizer==3.4.2
+click==8.2.1
+fastapi==0.115.14
+ffmpy==0.6.0
+filelock==3.18.0
+flatbuffers==25.2.10
+fsspec==2025.5.1
+gast==0.6.0
+google-pasta==0.2.0
+gradio==5.35.0
+gradio_client==1.10.4
+groovy==0.1.2
+grpcio==1.73.1
+h11==0.16.0
+h5py==3.14.0
+hf-xet==1.1.5
+httpcore==1.0.9
+httpx==0.28.1
+huggingface-hub==0.33.1
+idna==3.10
+Jinja2==3.1.6
+keras==3.10.0
+libclang==18.1.1
+Markdown==3.8.2
+markdown-it-py==3.0.0
+MarkupSafe==3.0.2
+mdurl==0.1.2
+ml_dtypes==0.5.1
+namex==0.1.0
+numpy==2.1.3
+opt_einsum==3.4.0
+optree==0.16.0
+orjson==3.10.18
+packaging==25.0
+pandas==2.3.0
+pillow==11.2.1
+protobuf==5.29.5
+pydantic==2.11.7
+pydantic_core==2.33.2
+pydub==0.25.1
+Pygments==2.19.2
+python-dateutil==2.9.0.post0
+python-multipart==0.0.20
+pytz==2025.2
+PyYAML==6.0.2
+requests==2.32.4
+rich==14.0.0
+ruff==0.12.1
+safehttpx==0.1.6
+semantic-version==2.10.0
+setuptools==80.9.0
+shellingham==1.5.4
+six==1.17.0
+sniffio==1.3.1
+starlette==0.46.2
+tensorboard==2.19.0
+tensorboard-data-server==0.7.2
+tensorflow==2.19.0
+termcolor==3.1.0
+tomlkit==0.13.3
+tqdm==4.67.1
+typer==0.16.0
+typing-inspection==0.4.1
+typing_extensions==4.14.0
+tzdata==2025.2
+urllib3==2.5.0
+uvicorn==0.35.0
+websockets==15.0.1
+Werkzeug==3.1.3
+wheel==0.45.1
+wrapt==1.17.2