Update ootd/inference_ootd.py

ootd/inference_ootd.py

@@ -118,8 +118,157 @@ def process_dc(vton_img, garm_img, category, n_samples, n_steps, image_scale, se
     return images
 
 
-block = gr.Interface(fn=process_hd, inputs=["image", "image", "number", "number", "number", "number"], outputs="image", title="OOTDiffusion Demo HD")
-block.launch()
+block = gr.Blocks().queue()
+with block:
+    with gr.Row():
+        gr.Markdown("# OOTDiffusion Demo")
+    with gr.Row():
+        gr.Markdown("## Half-body")
+    with gr.Row():
+        gr.Markdown("***Support upper-body garments***")
+    with gr.Row():
+        with gr.Column():
+            vton_img = gr.Image(label="Model", sources='upload', type="filepath", height=384, value=model_hd)
+            example = gr.Examples(
+                inputs=vton_img,
+                examples_per_page=14,
+                examples=[
+                    os.path.join(example_path, 'model/model_1.png'),
+                    os.path.join(example_path, 'model/model_2.png'),
+                    os.path.join(example_path, 'model/model_3.png'),
+                    os.path.join(example_path, 'model/model_4.png'),
+                    os.path.join(example_path, 'model/model_5.png'),
+                    os.path.join(example_path, 'model/model_6.png'),
+                    os.path.join(example_path, 'model/model_7.png'),
+                    os.path.join(example_path, 'model/01008_00.jpg'),
+                    os.path.join(example_path, 'model/07966_00.jpg'),
+                    os.path.join(example_path, 'model/05997_00.jpg'),
+                    os.path.join(example_path, 'model/02849_00.jpg'),
+                    os.path.join(example_path, 'model/14627_00.jpg'),
+                    os.path.join(example_path, 'model/09597_00.jpg'),
+                    os.path.join(example_path, 'model/01861_00.jpg'),
+                ])
+        with gr.Column():
+            garm_img = gr.Image(label="Garment", sources='upload', type="filepath", height=384, value=garment_hd)
+            example = gr.Examples(
+                inputs=garm_img,
+                examples_per_page=14,
+                examples=[
+                    os.path.join(example_path, 'garment/03244_00.jpg'),
+                    os.path.join(example_path, 'garment/00126_00.jpg'),
+                    os.path.join(example_path, 'garment/03032_00.jpg'),
+                    os.path.join(example_path, 'garment/06123_00.jpg'),
+                    os.path.join(example_path, 'garment/02305_00.jpg'),
+                    os.path.join(example_path, 'garment/00055_00.jpg'),
+                    os.path.join(example_path, 'garment/00470_00.jpg'),
+                    os.path.join(example_path, 'garment/02015_00.jpg'),
+                    os.path.join(example_path, 'garment/10297_00.jpg'),
+                    os.path.join(example_path, 'garment/07382_00.jpg'),
+                    os.path.join(example_path, 'garment/07764_00.jpg'),
+                    os.path.join(example_path, 'garment/00151_00.jpg'),
+                    os.path.join(example_path, 'garment/12562_00.jpg'),
+                    os.path.join(example_path, 'garment/04825_00.jpg'),
+                ])
+        with gr.Column():
+            result_gallery = gr.Gallery(label='Output', show_label=False, elem_id="gallery", preview=True, scale=1)   
+    with gr.Column():
+        run_button = gr.Button(value="Run")
+        n_samples = gr.Slider(label="Images", minimum=1, maximum=4, value=1, step=1)
+        n_steps = gr.Slider(label="Steps", minimum=20, maximum=40, value=20, step=1)
+        # scale = gr.Slider(label="Scale", minimum=1.0, maximum=12.0, value=5.0, step=0.1)
+        image_scale = gr.Slider(label="Guidance scale", minimum=1.0, maximum=5.0, value=2.0, step=0.1)
+        seed = gr.Slider(label="Seed", minimum=-1, maximum=2147483647, step=1, value=-1)
+        
+    ips = [vton_img, garm_img, n_samples, n_steps, image_scale, seed]
+    run_button.click(fn=process_hd, inputs=ips, outputs=[result_gallery] ,  , api_name='generate_hd')
+
+
+    with gr.Row():
+        gr.Markdown("## Full-body")
+    with gr.Row():
+        gr.Markdown("***Support upper-body/lower-body/dresses; garment category must be paired!!!***")
+    with gr.Row():
+        with gr.Column():
+            vton_img_dc = gr.Image(label="Model", sources='upload', type="filepath", height=384, value=model_dc)
+            example = gr.Examples(
+                label="Examples (upper-body/lower-body)",
+                inputs=vton_img_dc,
+                examples_per_page=7,
+                examples=[
+                    os.path.join(example_path, 'model/model_8.png'),
+                    os.path.join(example_path, 'model/049447_0.jpg'),
+                    os.path.join(example_path, 'model/049713_0.jpg'),
+                    os.path.join(example_path, 'model/051482_0.jpg'),
+                    os.path.join(example_path, 'model/051918_0.jpg'),
+                    os.path.join(example_path, 'model/051962_0.jpg'),
+                    os.path.join(example_path, 'model/049205_0.jpg'),
+                ])
+            example = gr.Examples(
+                label="Examples (dress)",
+                inputs=vton_img_dc,
+                examples_per_page=7,
+                examples=[
+                    os.path.join(example_path, 'model/model_9.png'),
+                    os.path.join(example_path, 'model/052767_0.jpg'),
+                    os.path.join(example_path, 'model/052472_0.jpg'),
+                    os.path.join(example_path, 'model/053514_0.jpg'),
+                    os.path.join(example_path, 'model/053228_0.jpg'),
+                    os.path.join(example_path, 'model/052964_0.jpg'),
+                    os.path.join(example_path, 'model/053700_0.jpg'),
+                ])
+        with gr.Column():
+            garm_img_dc = gr.Image(label="Garment", sources='upload', type="filepath", height=384, value=garment_dc)
+            category_dc = gr.Dropdown(label="Garment category (important option!!!)", choices=["Upper-body", "Lower-body", "Dress"], value="Upper-body")
+            example = gr.Examples(
+                label="Examples (upper-body)",
+                inputs=garm_img_dc,
+                examples_per_page=7,
+                examples=[
+                    os.path.join(example_path, 'garment/048554_1.jpg'),
+                    os.path.join(example_path, 'garment/049920_1.jpg'),
+                    os.path.join(example_path, 'garment/049965_1.jpg'),
+                    os.path.join(example_path, 'garment/049949_1.jpg'),
+                    os.path.join(example_path, 'garment/050181_1.jpg'),
+                    os.path.join(example_path, 'garment/049805_1.jpg'),
+                    os.path.join(example_path, 'garment/050105_1.jpg'),
+                ])
+            example = gr.Examples(
+                label="Examples (lower-body)",
+                inputs=garm_img_dc,
+                examples_per_page=7,
+                examples=[
+                    os.path.join(example_path, 'garment/051827_1.jpg'),
+                    os.path.join(example_path, 'garment/051946_1.jpg'),
+                    os.path.join(example_path, 'garment/051473_1.jpg'),
+                    os.path.join(example_path, 'garment/051515_1.jpg'),
+                    os.path.join(example_path, 'garment/051517_1.jpg'),
+                    os.path.join(example_path, 'garment/051988_1.jpg'),
+                    os.path.join(example_path, 'garment/051412_1.jpg'),
+                ])
+            example = gr.Examples(
+                label="Examples (dress)",
+                inputs=garm_img_dc,
+                examples_per_page=7,
+                examples=[
+                    os.path.join(example_path, 'garment/053290_1.jpg'),
+                    os.path.join(example_path, 'garment/053744_1.jpg'),
+                    os.path.join(example_path, 'garment/053742_1.jpg'),
+                    os.path.join(example_path, 'garment/053786_1.jpg'),
+                    os.path.join(example_path, 'garment/053790_1.jpg'),
+                    os.path.join(example_path, 'garment/053319_1.jpg'),
+                    os.path.join(example_path, 'garment/052234_1.jpg'),
+                ])
+        with gr.Column():
+            result_gallery_dc = gr.Gallery(label='Output', show_label=False, elem_id="gallery", preview=True, scale=1)   
+    with gr.Column():
+        run_button_dc = gr.Button(value="Run")
+        n_samples_dc = gr.Slider(label="Images", minimum=1, maximum=4, value=1, step=1)
+        n_steps_dc = gr.Slider(label="Steps", minimum=20, maximum=40, value=20, step=1)
+        # scale_dc = gr.Slider(label="Scale", minimum=1.0, maximum=12.0, value=5.0, step=0.1)
+        image_scale_dc = gr.Slider(label="Guidance scale", minimum=1.0, maximum=5.0, value=2.0, step=0.1)
+        seed_dc = gr.Slider(label="Seed", minimum=-1, maximum=2147483647, step=1, value=-1)
+        
+    ips_dc = [vton_img_dc, garm_img_dc, category_dc, n_samples_dc, n_steps_dc, image_scale_dc, seed_dc]
+    run_button_dc.click(fn=process_dc, inputs=ips_dc, outputs=[result_gallery_dc] , api_name='generate_dc')
 
-block_dc = gr.Interface(fn=process_dc, inputs=["image", "image", "dropdown", "number", "number", "number", "number"], outputs="image", title="OOTDiffusion Demo DC")
-block_dc.launch(api_name='generate')
+block.launch(inline=True, show_api=True, share=True)