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felixrosberg
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β’
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Parent(s):
b85a7cd
Update app.py
Browse files
app.py
CHANGED
@@ -17,7 +17,7 @@ opt = SwapOptions().parse()
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retina_repo = Repository(local_dir="retina_model", clone_from="felixrosberg/retinaface_resnet50",
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private=True, use_auth_token="
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RetinaFace = load_model("retina_model/retinaface_res50.h5",
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custom_objects={"FPN": FPN,
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"SSH": SSH,
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@@ -26,11 +26,11 @@ RetinaFace = load_model("retina_model/retinaface_res50.h5",
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"ClassHead": ClassHead})
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arc_repo = Repository(local_dir="arcface_model", clone_from="felixrosberg/arcface_tf",
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private=True, use_auth_token="
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ArcFace = load_model("arcface_model/arc_res50.h5")
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g_repo = Repository(local_dir="g_model", clone_from="felixrosberg/affa_f",
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private=True, use_auth_token="
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G = load_model("g_model/affa_f_demo.h5", custom_objects={"AdaIN": AdaIN,
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"AdaptiveAttention": AdaptiveAttention,
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"InstanceNormalization": InstanceNormalization})
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@@ -101,9 +101,18 @@ def run_inference(target, source):
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return total_img
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iface = gradio.Interface(run_inference,
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[gradio.inputs.Image(shape=None),
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gradio.inputs.Image(shape=None)],
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gradio.outputs.Image()
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iface.launch()
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retina_repo = Repository(local_dir="retina_model", clone_from="felixrosberg/retinaface_resnet50",
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private=True, use_auth_token="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", git_user="felixrosberg")
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RetinaFace = load_model("retina_model/retinaface_res50.h5",
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custom_objects={"FPN": FPN,
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"SSH": SSH,
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"ClassHead": ClassHead})
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arc_repo = Repository(local_dir="arcface_model", clone_from="felixrosberg/arcface_tf",
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private=True, use_auth_token="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")
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ArcFace = load_model("arcface_model/arc_res50.h5")
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g_repo = Repository(local_dir="g_model", clone_from="felixrosberg/affa_f",
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private=True, use_auth_token="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")
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G = load_model("g_model/affa_f_demo.h5", custom_objects={"AdaIN": AdaIN,
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"AdaptiveAttention": AdaptiveAttention,
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"InstanceNormalization": InstanceNormalization})
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return total_img
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description = "Performs subject agnostic identity transfer from a source face to all target faces."
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examples = [["elon_musk_example.jpg"], ["rick_astely_example.jpg"], ["10017.png"], ["9538.png"]]
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article="""
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Demo is based of recent research from my Ph.D work. Results expects to be published in the coming months.
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"""
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iface = gradio.Interface(run_inference,
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[gradio.inputs.Image(shape=None),
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gradio.inputs.Image(shape=None)],
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gradio.outputs.Image(),
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title="Face Swap",
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description=description,
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examples=examples,
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article=article)
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iface.launch()
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