import gradio as gr from PIL import Image elements = { "Becane": ("data/becane_1_0_2_014/before/img6", "data/becane_1_0_2_014/after/img7", "models/RoadBecane_f.stl"), "BTWIN": ("data/btwin_1_26_3_114/before/img0", "data/btwin_1_26_3_114/after/img13", "models/BTWIN.stl"), "Classic Road": ("data/croad_4_26_4_112/before/img3", "data/croad_4_26_4_112/after/img7", "models/ClassicRoad.stl"), "Domane": ("data/domane_2_0_39_012/before/img6", "data/domane_2_0_39_012/after/img13", "models/domane.stl"), "Enduro": ("data/enduro_2_18_18_105/before/img6", "data/enduro_2_18_18_105/after/img10", "models/enduro.stl"), "G1": ("data/g1_2_36_14_010/before/img6", "data/g1_2_36_14_010/after/img8", "models/g1.stl"), "GBike": ("data/gbike_3_31_8_018/before/img2", "data/gbike_3_31_8_018/after/img8", "models/gbike.stl"), "Holland": ( "data/holland_4_24_18_00/before/img4", "data/holland_4_24_18_00/after/img7", "models/holland.stl"), "Huffy": ( "data/huffy_6_4_35_012/before/img4", "data/huffy_6_4_35_012/after/img12", "models/huffy.stl"), "Kuota": ( "data/kuota_6_5_30_112/before/img4", "data/kuota_6_5_30_112/after/img12", "models/kuota.stl"), "MFactory": ( "data/mfactory_1_17_8_00/before/img4", "data/mfactory_1_17_8_00/after/img12", "models/mfactory.stl"), "Mirage": ( "data/mirage_6_11_36_117/before/img4", "data/mirage_6_11_36_117/after/img12", "models/mirage.stl"), "Old Bike": ( "data/oldbike_3_30_15_100/before/img4", "data/oldbike_3_30_15_100/after/img12", "models/oldbike.stl"), "Freeride": ( "data/freeride_6_24_0_00/before/img4", "data/freeride_6_24_0_00/after/img12", "models/freeride_1Step_f.stl"), "RondoRuut": ( "data/rondo_2_11_39_106/before/img4", "data/rondo_2_11_39_106/after/img12", "models/RondoRuutClean_1Step_f.stl"), "MTB Ghost": ( "data/ghost_1_0_4_116/before/img4", "data/ghost_1_0_4_116/after/img12", "models/MTB_Ghost.stl"), "Scalpel": ( "data/scalpel_6_2_12_101/before/img4", "data/scalpel_6_2_12_101/after/img12", "models/scalpel.stl"), "Verdona": ( "data/verdona_1_14_10_118/before/img4", "data/verdona_1_14_10_118/after/img12", "models/verdona.stl"), "Vintage": ( "data/vintage_6_6_33_011/before/img4", "data/vintage_6_6_33_011/after/img12", "models/Vintage.stl"), "WBike": ( "data/wbike_3_19_23_00/before/img4", "data/wbike_3_19_23_00/after/img12", "models/wbike.stl"), } def generate_ui(key): img_b, img_a, model = elements[key] gr.Markdown("### Before damage") with gr.Row(): with gr.Row(): with gr.Column(scale=1): gr.Markdown("#### Render") img_bn = gr.Image(f"{img_b}.png") with gr.Column(scale=1): gr.Markdown("#### Background") img_bb = gr.Image(f"{img_b}_background.png") with gr.Column(scale=1): gr.Markdown("#### Foreground") img_bf = gr.Image(f"{img_b}_foreground.png") with gr.Column(scale=1): gr.Markdown("#### Segmentation") img_bs = gr.Image(f"{img_b}_segmentation.png") gr.Markdown("### After damage") with gr.Row(): with gr.Column(scale=1): gr.Markdown("#### Render") img_an = gr.Image(f"{img_a}.png") with gr.Column(scale=1): gr.Markdown("#### Background") img_ab = gr.Image(f"{img_a}_background.png") with gr.Column(scale=1): gr.Markdown("#### Foreground") img_af = gr.Image(f"{img_a}_foreground.png") with gr.Column(scale=1): gr.Markdown("#### Segmentation") img_as = gr.Image(f"{img_a}_segmentation.png") model = gr.Model3D(model, label="3D model preview") return img_bn, img_bb, img_bf, img_bs, img_an, img_ab, img_af, img_as, model def get_values(key): img_b, img_a, model = elements[key] gr.Markdown("### Before damage") img_bn = Image.open(f"{img_b}.png") img_bb = Image.open(f"{img_b}_background.png") img_bf = Image.open(f"{img_b}_foreground.png") img_bs = Image.open(f"{img_b}_segmentation.png") img_an = Image.open(f"{img_a}.png") img_ab = Image.open(f"{img_a}_background.png") img_af = Image.open(f"{img_a}_foreground.png") img_as = Image.open(f"{img_a}_segmentation.png") return img_bn, img_bb, img_bf, img_bs, img_an, img_ab, img_af, img_as, model block = gr.Blocks() with block: with open("page.md", "r") as f: gr.Markdown(f.read()) first_key = list(elements.keys())[0] dropdown = gr.Dropdown(choices=list(elements.keys()), value=first_key, label="Model", interactive=True) img_bn, img_bb, img_bf, img_bs, img_an, img_ab, img_af, img_as, model = generate_ui(first_key) dropdown.change(get_values, inputs=[dropdown], outputs=[img_bn, img_bb, img_bf, img_bs, img_an, img_ab, img_af, img_as, model]) block.queue(concurrency_count=40, max_size=20).launch(max_threads=150)