Create app.py

app.py

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+import gradio as gr
+import tensorflow as tf
+import numpy as np
+import cv2
+from model import load_model, generate_anime_image
+
+def process_image(image):
+    image = cv2.cvtColor(image, cv2.COLOR_RGB2BGR)
+    anime_image = generate_anime_image(image)
+    return cv2.cvtColor(anime_image, cv2.COLOR_BGR2RGB)
+
+model = load_model("AnimeGANv2_Hayao")
+
+demo = gr.Interface(
+    fn=process_image,
+    inputs=gr.Image(type="numpy"),
+    outputs=gr.Image(type="numpy"),
+    title="AnimeGANv2 - Ghibli Style Converter",
+    description="Upload an image and convert it into a Studio Ghibli-style anime picture using AnimeGANv2.",
+)
+
+demo.launch()