Create app.py

app.py

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+import gradio as gr
+import numpy as np
+import cv2
+import open3d as o3d
+
+# Load 3D jewelry models
+def load_jewelry_model(model_path):
+    mesh = o3d.io.read_triangle_mesh(model_path)
+    return mesh
+
+# Function to simulate try-on
+def try_on_jewelry(image, jewelry_model_path):
+    # Load input image
+    input_image = cv2.imdecode(np.frombuffer(image.read(), np.uint8), cv2.IMREAD_COLOR)
+    
+    # Load 3D jewelry model
+    jewelry_mesh = load_jewelry_model(jewelry_model_path)
+    
+    # Here, implement the virtual try-on logic, e.g., using 3D rendering libraries, facial landmarks detection, etc.
+    # For the example, let's just overlay the jewelry on a static position
+
+    overlay_image = input_image.copy()
+    # Assume jewelry is placed at a fixed position for simplicity
+    
+    return overlay_image
+
+# Create Gradio interface
+iface = gr.Interface(
+    fn=try_on_jewelry,
+    inputs=[
+        gr.Image(source="upload", tool="editor", type="file"),
+        gr.inputs.Dropdown(["models/ring.obj", "models/necklace.glb"], label="Select Jewelry Model"),
+    ],
+    outputs="image",
+    title="Virtual Jewelry Try-On",
+    description="Upload your image and select a jewelry model to see how it looks on you.",
+)
+
+iface.launch()