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Configuration error
| import gradio as gr | |
| import os | |
| from PIL import Image | |
| from ip_adapter_openpose import generate as generate_ip_adapter_openpose | |
| from ip_adapter_inpainting import generate as generate_ip_adapter_inpainting | |
| from adapter_model import MODEL | |
| human = os.path.join(os.path.dirname(__file__), "humans/manken3.jpg") | |
| def get_tryon_result(human_path, top_path, down_path): | |
| human_img = Image.open(human_path).convert("RGB") | |
| # UPPER BODY 4 , LOWER BODY 6 | |
| if top_path: | |
| segment_id = 4 | |
| clothes_img = Image.open(top_path).convert("RGB") | |
| elif down_path: | |
| segment_id = 6 | |
| clothes_img = Image.open(down_path).convert("RGB") | |
| img_openpose_gen = generate_ip_adapter_openpose(human_img, clothes_img) | |
| final_gen = generate_ip_adapter_inpainting(img_openpose_gen, | |
| human_img, | |
| clothes_img, | |
| segment_id | |
| ) | |
| return final_gen | |
| with gr.Blocks(css=".output-image, .input-image, .image-preview {height: 400px !important} ") as demo: | |
| gr.HTML( | |
| """ | |
| <div style="display: flex; justify-content: center; align-items: center; text-align: center;"> | |
| <a href="https://github.com/altayavci" style="margin-right: 20px; text-decoration: none; display: flex; align-items: center;"> | |
| </a> | |
| <div> | |
| <h1 >Clothes Changer: SuperAppLabs Clothes Tryon Case Study</h1> | |
| <h4 >v0.1</h4> | |
| <h5 style="margin: 0;">Altay Avcı</h5> | |
| </div> | |
| </div> | |
| """) | |
| with gr.Column(): | |
| gr.HTML( | |
| """ | |
| <div style="display: flex; justify-content: center; align-items: center; text-align: center;"> | |
| <div> | |
| <h3>TOP OR BOTTOM. NOT BOTH</h3> | |
| </div> | |
| </div> | |
| """) | |
| with gr.Row(): | |
| top = gr.Image(sources='upload', type="filepath", label="TOP") | |
| example_top = gr.Examples(inputs=top, | |
| examples_per_page=3, | |
| examples=[os.path.join(os.path.dirname(__file__), "clothes/kıyafet.jpg"), | |
| os.path.join(os.path.dirname(__file__), "clothes/kıyafet1.jpg"), | |
| os.path.join(os.path.dirname(__file__), "clothes/kıyafet3.jpeg"), | |
| ]) | |
| with gr.Column(): | |
| down = gr.Image(sources='upload', type="filepath", label="DOWN") | |
| example_down = gr.Examples(inputs=down, | |
| examples_per_page=3, | |
| examples=[ | |
| os.path.join(os.path.dirname(__file__), "clothes/garments_bottom1.png"), | |
| os.path.join(os.path.dirname(__file__), "clothes/indir (3).png"), | |
| os.path.join(os.path.dirname(__file__), "clothes/WhatsApp Image 2024-01-02 at 01.24.44.jpeg") | |
| ]) | |
| with gr.Row(): | |
| init_image = gr.Image(sources='clipboard', type="filepath", label="HUMAN", value=human) | |
| example_models = gr.Examples(inputs=init_image, | |
| examples_per_page=2, | |
| examples=[os.path.join(os.path.dirname(__file__), "humans/manken3.jpg"), | |
| os.path.join(os.path.dirname(__file__), "humans/manken2.jpg") | |
| ]) | |
| with gr.Column(): | |
| run_button = gr.Button(value="Run") | |
| gallery = gr.Image() | |
| run_button.click(fn=get_tryon_result, | |
| inputs=[ | |
| init_image, | |
| top, | |
| down, | |
| ], | |
| outputs=[gallery] | |
| ) | |
| if __name__ == "__main__": | |
| demo.queue(max_size=10) | |
| demo.launch(share=True) |