Upload 5 files

.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
+CATvsDOG.keras filter=lfs diff=lfs merge=lfs -text

CATvsDOG.keras

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e3b6c0f4b37fffff7be6520e655ce5155f668def0706e13255445dd9a90753c
+size 13155043

README.md

@@ -1,10 +1,10 @@
 ---
-title: Cat Dog
-emoji: 🚀
-colorFrom: purple
-colorTo: purple
+title: CATvsDOG
+emoji: 😻
+colorFrom: indigo
+colorTo: green
 sdk: gradio
-sdk_version: 4.28.3
+sdk_version: 4.21.0
 app_file: app.py
 pinned: false
 ---

app.py

@@ -0,0 +1,25 @@
+from PIL import Image
+import numpy as np
+import gradio as gr
+import keras
+
+model = keras.models.load_model('CATvsDOG.keras')
+
+def classify_image(image):
+    img = Image.open(image)
+
+    # Preprocess the image
+    img = img.resize((100, 100))
+    img_array = np.array(img)
+    img_array = np.expand_dims(img_array, axis=0)
+
+    # Make predictions
+    predictions = model.predict(img_array)
+    if predictions[0][0] > 0.5:
+        return "Dog"
+    else:
+        return "Cat"
+
+interface = gr.Interface(fn=classify_image, inputs="file", outputs="label", title="Cat or Dog Classifier")
+
+interface.launch(share=True)

gitattributes

@@ -0,0 +1,37 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz 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
+cats_vs_dogs_cnn_model.keras filter=lfs diff=lfs merge=lfs -text
+CATvsDOG.keras filter=lfs diff=lfs merge=lfs -text

requirements.txt

@@ -0,0 +1,2 @@
+tensorflow
+opencv-python