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app.py

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+from keras.models import load_model
+import numpy as np
+from keras.preprocessing import image
+import gradio as gr
+from PIL import Image
+
+def a(img):
+    #img = img.reshape(1, 64, 64,3)
+    #img = img.reshape( 64, 64,3)
+    model=load_model('./cats&dog.h5')
+    #test_image=image.load_img("pic01.jpg",target_size=(64,64))
+    test_image=image.img_to_array(img)
+    test_image=np.expand_dims(test_image, axis=0)    
+    result=model.predict(test_image)
+    if result[0][0]==1:
+        prediction='Dog'
+        print(prediction)
+        return prediction
+    else:
+        prediction='Cat'
+        print(prediction)
+        return prediction
+ 
+
+input = gr.inputs.Image(type='pil', label="Original Image", source="upload", optional=True)
+#input_2 = gr.inputs.Image(type='pil', label="Original Image", source="webcam", optional=True)
+#inputs = [input, input_2]
+inputs = [input]
+outputs = gr.outputs.Image(type="pil", label="Output Image")
+title = "Dog and Cat Object detection"
+
+demo=gr.Interface(a,
+             inputs, 
+             outputs, 
+             title=title,
+             examples=["a01.jpg", "a02.jpg","a03.jpg","a04.jpg"],
+             theme="huggingface").launch(enable_queue=True)
+
+if __name__ == "__main__":
+    demo.launch()

cats&dog.h5

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+version https://git-lfs.github.com/spec/v1
+oid sha256:663f04cce565132efb471b4f5b8262483d497055dad55e0b285e1247b29ab818
+size 9793864

requirements.txt

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+absl-py==1.4.0
+aiofiles==23.2.1
+altair==5.1.1
+annotated-types==0.5.0
+anyio==3.7.1
+astunparse==1.6.3
+attrs==23.1.0
+cachetools==5.3.1
+certifi==2023.7.22
+charset-normalizer==3.2.0
+click==8.1.7
+colorama==0.4.6
+contourpy==1.1.1
+cycler==0.11.0
+exceptiongroup==1.1.3
+fastapi==0.103.1
+ffmpy==0.3.1
+filelock==3.12.4
+flatbuffers==23.5.26
+fonttools==4.42.1
+fsspec==2023.9.1
+gast==0.4.0
+google-auth==2.23.0
+google-auth-oauthlib==1.0.0
+google-pasta==0.2.0
+gradio==3.44.3
+gradio_client==0.5.0
+grpcio==1.58.0
+h11==0.14.0
+h5py==3.9.0
+httpcore==0.18.0
+httpx==0.25.0
+huggingface-hub==0.17.2
+idna==3.4
+importlib-metadata==6.8.0
+importlib-resources==6.0.1
+Jinja2==3.1.2
+jsonschema==4.19.0
+jsonschema-specifications==2023.7.1
+keras==2.13.1
+Keras-Preprocessing==1.1.2
+kiwisolver==1.4.5
+libclang==16.0.6
+Markdown==3.4.4
+MarkupSafe==2.1.3
+matplotlib==3.8.0
+numpy==1.24.3
+oauthlib==3.2.2
+opt-einsum==3.3.0
+orjson==3.9.7
+packaging==23.1
+pandas==2.1.0
+Pillow==10.0.1
+protobuf==4.24.3
+pyasn1==0.5.0
+pyasn1-modules==0.3.0
+pydantic==2.3.0
+pydantic_core==2.6.3
+pydub==0.25.1
+pyparsing==3.1.1
+python-dateutil==2.8.2
+python-multipart==0.0.6
+pytz==2023.3.post1
+PyYAML==6.0.1
+referencing==0.30.2
+requests==2.31.0
+requests-oauthlib==1.3.1
+rpds-py==0.10.3
+rsa==4.9
+semantic-version==2.10.0
+six==1.16.0
+sniffio==1.3.0
+starlette==0.27.0
+tensorboard==2.13.0
+tensorboard-data-server==0.7.1
+tensorflow==2.13.0
+tensorflow-estimator==2.13.0
+tensorflow-intel==2.13.0
+tensorflow-io-gcs-filesystem==0.31.0
+termcolor==2.3.0
+toolz==0.12.0
+tqdm==4.66.1
+typing_extensions==4.8.0
+tzdata==2023.3
+urllib3==1.26.16
+uvicorn==0.23.2
+websockets==11.0.3
+Werkzeug==2.3.7
+wrapt==1.15.0
+zipp==3.17.0