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Update app.py
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app.py
CHANGED
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@@ -12,27 +12,42 @@ import cv2
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TRIPOSR_MODEL = "stabilityai/TripoSR"
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def photo_to_sketch(image):
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if image is None:
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return None
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edges = cv2.Canny(blurred, 60, 150)
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sketch_np = 255 - edges
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def generate_3d_avatar(sketch_image, height, weight, muscle, gender, breast):
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if sketch_image is None:
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return None, None
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body = f"{gender}, {height} height, {weight} build, {muscle} muscles"
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if gender == "female":
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body += f", {breast} bust"
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prompt = f"clean
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buffer = io.BytesIO()
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sketch_image.save(buffer, format="PNG")
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img_bytes = buffer.getvalue()
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@@ -58,21 +73,24 @@ def generate_3d_avatar(sketch_image, height, weight, muscle, gender, breast):
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tmp.close()
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return f"data:model/gltf-binary;base64,{b64}", tmp.name
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if attempt == 2:
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raise gr.Error("3D generation failed β retry in 30s")
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time.sleep(15)
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return None, None
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with gr.Blocks(title="SketchToLife") as demo:
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gr.Markdown("# SketchToLife β Photo β Sketch β Animated 3D Avatar (100% Free!)")
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gr.Markdown("
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with gr.Row():
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with gr.Column():
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inp = gr.Image(label="Upload
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out_sketch = gr.Image(label="Your Sketch", height=420)
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with gr.Column():
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@@ -83,15 +101,16 @@ with gr.Blocks(title="SketchToLife") as demo:
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g = gr.Radio(["male", "female", "neutral"], value="neutral", label="Gender")
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b = gr.Dropdown(["small", "medium", "large"], value="medium", label="Breast/Form")
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with gr.Row():
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download = gr.File(label="Download .GLB (Blender / Unity / Roblox / VRChat)")
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demo.launch(
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theme=gr.themes.Soft(primary_hue="blue"),
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server_name="0.0.0.0",
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TRIPOSR_MODEL = "stabilityai/TripoSR"
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def photo_to_sketch(image):
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"""Instant local sketch β always returns PIL Image"""
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if image is None:
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return None
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# Ensure we have a PIL Image
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if isinstance(image, np.ndarray):
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image = Image.fromarray(image.astype('uint8'))
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# Convert to grayscale
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gray = image.convert("L")
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img_array = np.array(gray)
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# Blur + Canny edges
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blurred = cv2.GaussianBlur(img_array, (5, 5), 0)
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edges = cv2.Canny(blurred, 60, 150)
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# White lines on black background
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sketch_np = 255 - edges
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sketch_pil = Image.fromarray(sketch_np)
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# Return as RGB (required for TripoSR)
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return sketch_pil.convert("RGB")
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def generate_3d_avatar(sketch_image, height, weight, muscle, gender, breast):
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"""Generate rigged 3D model from sketch"""
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if sketch_image is None:
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return None, None
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# Build prompt
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body = f"{gender}, {height} height, {weight} build, {muscle} muscles"
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if gender == "female":
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body += f", {breast} bust"
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prompt = f"clean line drawing of {body}, full body standing pose, black and white sketch, 3D model, rigged"
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# Save sketch to bytes
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buffer = io.BytesIO()
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sketch_image.save(buffer, format="PNG")
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img_bytes = buffer.getvalue()
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tmp.close()
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return f"data:model/gltf-binary;base64,{b64}", tmp.name
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except Exception as e:
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if attempt == 2:
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raise gr.Error("3D generation failed β retry in 30s (TripoSR is busy)")
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time.sleep(15)
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return None, None
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# =============== UI (Theme in launch() β Gradio 6+ fix) ===============
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with gr.Blocks(title="SketchToLife") as demo:
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gr.Markdown("# SketchToLife β Photo β Sketch β Animated 3D Avatar (100% Free!)")
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gr.Markdown("Works with **humans, dogs, cats, anything** β Instant sketch + Rigged 3D download")
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with gr.Row():
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with gr.Column():
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inp = gr.Image(label="Upload Photo", type="pil", height=420)
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btn1 = gr.Button("Generate Clean Sketch", variant="secondary", size="lg")
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out_sketch = gr.Image(label="Your Sketch", height=420)
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with gr.Column():
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g = gr.Radio(["male", "female", "neutral"], value="neutral", label="Gender")
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b = gr.Dropdown(["small", "medium", "large"], value="medium", label="Breast/Form")
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btn2 = gr.Button("Generate 3D Model", variant="primary", size="lg")
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with gr.Row():
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view3d = gr.Model3D(label="Your 3D Model β Rotate & Zoom!", height=520)
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download = gr.File(label="Download .GLB (Blender / Unity / Roblox / VRChat)")
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btn1.click(photo_to_sketch, inputs=inp, outputs=out_sketch)
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btn2.click(generate_3d_avatar, inputs=[out_sketch, h, w, m, g, b], outputs=[view3d, download])
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# Theme goes HERE in Gradio 6+
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demo.launch(
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theme=gr.themes.Soft(primary_hue="blue"),
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server_name="0.0.0.0",
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