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Running on Zero
Running on Zero
Update app.py
Browse files
app.py
CHANGED
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@@ -20,7 +20,7 @@ MAX_SEED = np.iinfo(np.int32).max
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dtype = torch.bfloat16
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device = "cuda" if torch.cuda.is_available() else "cpu"
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#
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pipe = QwenImageEditPlusPipeline.from_pretrained(
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"Qwen/Qwen-Image-Edit-2511",
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torch_dtype=dtype,
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@@ -39,7 +39,7 @@ pipe.load_lora_weights(
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pipe.set_adapters(["lightning", "angles"], adapter_weights=[1.0, 1.0])
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# Camera parameter tables
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AZIMUTH_MAP = {
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0: "front view",
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45: "front-right quarter view",
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@@ -90,7 +90,7 @@ def pil_to_data_url(img: Image.Image) -> str:
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return f"data:{mime};base64,{b64}"
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# Inference
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@spaces.GPU(duration=120)
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def infer_camera_edit(
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image, azimuth, elevation, distance,
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@@ -115,12 +115,11 @@ def infer_camera_edit(
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return result, seed, prompt
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# gr.HTML templates
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# Using plain gr.HTML (no subclass) with a dict value.
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#
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# Gradio 6 passes the dict as `value` to the template; all keys (img, az, el,
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# dist) are accessible as value.img, value.az, etc. in both ${} and {{}} syntax.
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HTML_TEMPLATE = """
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<div class="cv-wrap">
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{{#if value.img}}
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@@ -314,12 +313,11 @@ element.addEventListener('click', function(e) {
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"""
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# Global Gradio CSS
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GLOBAL_CSS = """
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/* ββ
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/* Force the main two-column row to never wrap, regardless of viewport */
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.gradio-container .row {
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flex-wrap: nowrap !important;
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}
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@@ -398,29 +396,12 @@ GLOBAL_CSS = """
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color: #6b7280 !important;
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}
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/* ββ Gallery section ββ */
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.gallery-heading {
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display: flex; align-items: center; gap: 10px;
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padding: 16px 0 10px;
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border-top: 1px solid #e5e7eb;
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margin-top: 8px;
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}
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.gallery-heading span {
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font-size: 14px; font-weight: 600; color: #374151;
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}
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.gallery-heading .count-badge {
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background: #f3f4f6;
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border: 1px solid #e5e7eb;
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border-radius: 999px;
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padding: 1px 8px;
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font-size: 11px; color: #9ca3af;
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}
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"""
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GRADIO_THEME = gr.themes.Default()
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# App
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def create_app():
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# FIX: theme and css are now passed to launch(), not gr.Blocks()
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@@ -442,8 +423,8 @@ def create_app():
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with gr.Row():
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# Left column
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with gr.Column(scale=4, min_width=
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image_input = gr.Image(
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label="Source Image",
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type="pil",
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@@ -466,8 +447,8 @@ def create_app():
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width_sl = gr.Slider(256, 1024, value=1024, step=32, label="Width (px)")
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height_sl = gr.Slider(256, 1024, value=1024, step=32, label="Height (px)")
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# Right column
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with gr.Column(scale=6, min_width=
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gr.HTML("""
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<div class="viewer-label">
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Camera View
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@@ -492,24 +473,18 @@ def create_app():
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elem_classes=["status-box"],
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)
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gr.HTML("""
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<div class="gallery-heading">
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<span>Generated Views</span>
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<span class="count-badge">session</span>
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</div>
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""")
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gallery_state = gr.State([])
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# Helpers
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def _coerce_view(v):
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"""Extract (az, el, dist) safely from a dict or default."""
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@@ -530,7 +505,7 @@ def create_app():
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nw = round(1024 * ar / 32) * 32
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return max(256, min(1024, nw)), max(256, min(1024, nh))
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# Event handlers
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def on_image_upload(img, current_view):
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nw, nh = _auto_dimensions(img)
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@@ -601,4 +576,4 @@ if __name__ == "__main__":
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debug=True,
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theme=GRADIO_THEME,
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css=GLOBAL_CSS,
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)
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dtype = torch.bfloat16
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device = "cuda" if torch.cuda.is_available() else "cpu"
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# ββ Model Loading on ZEROGPU
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pipe = QwenImageEditPlusPipeline.from_pretrained(
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"Qwen/Qwen-Image-Edit-2511",
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torch_dtype=dtype,
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pipe.set_adapters(["lightning", "angles"], adapter_weights=[1.0, 1.0])
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# ββ Camera parameter tables ββββββββββββββββββββββββββββββββββββββββββββββββββββ
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AZIMUTH_MAP = {
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0: "front view",
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45: "front-right quarter view",
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return f"data:{mime};base64,{b64}"
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# ββ Inference ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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@spaces.GPU(duration=120)
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def infer_camera_edit(
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image, azimuth, elevation, distance,
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return result, seed, prompt
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# ββ gr.HTML templates ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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# Using plain gr.HTML (no subclass) with a dict value.
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#
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# Gradio 6 passes the dict as `value` to the template; all keys (img, az, el,
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# dist) are accessible as value.img, value.az, etc. in both ${} and {{}} syntax.
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HTML_TEMPLATE = """
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<div class="cv-wrap">
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{{#if value.img}}
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"""
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# ββ Global Gradio CSS ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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GLOBAL_CSS = """
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/* ββ Row: never let the two columns wrap ββ */
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/* Gradio 6 renders rows as flex containers with class "flex" */
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.gradio-container .flex.flex-row,
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.gradio-container .row {
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flex-wrap: nowrap !important;
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}
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color: #6b7280 !important;
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}
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"""
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GRADIO_THEME = gr.themes.Default()
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# ββ App ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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def create_app():
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# FIX: theme and css are now passed to launch(), not gr.Blocks()
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with gr.Row():
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# ββ Left column ββββββββββββββββββββββββββββββββββββββββββββββββββ
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with gr.Column(scale=4, min_width=200, elem_classes=["controls-col"]):
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image_input = gr.Image(
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label="Source Image",
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type="pil",
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width_sl = gr.Slider(256, 1024, value=1024, step=32, label="Width (px)")
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height_sl = gr.Slider(256, 1024, value=1024, step=32, label="Height (px)")
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# ββ Right column βββββββββββββββββββββββββββββββββββββββββββββββββ
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with gr.Column(scale=6, min_width=280):
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gr.HTML("""
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<div class="viewer-label">
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Camera View
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elem_classes=["status-box"],
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)
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gallery_state = gr.State([])
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with gr.Accordion("πΌ Generated Views", open=False):
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gallery = gr.Gallery(
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label="",
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show_label=False,
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columns=4,
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height="auto",
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object_fit="cover",
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allow_preview=True,
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)
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# ββ Helpers ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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def _coerce_view(v):
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"""Extract (az, el, dist) safely from a dict or default."""
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nw = round(1024 * ar / 32) * 32
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return max(256, min(1024, nw)), max(256, min(1024, nh))
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# ββ Event handlers ββββββββββββββββββββββββββββββββββββββββββββββββββββ
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def on_image_upload(img, current_view):
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nw, nh = _auto_dimensions(img)
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debug=True,
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theme=GRADIO_THEME,
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css=GLOBAL_CSS,
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)
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