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Python

from scripts.faceswaplab_utils.models_utils import get_face_checkpoints
import gradio as gr
def faceswap_unit_ui(is_img2img, unit_num=1, id_prefix="faceswaplab"):
with gr.Tab(f"Face {unit_num}"):
with gr.Column():
gr.Markdown(
"""Reference is an image. First face will be extracted.
First face of batches sources will be extracted and used as input (or blended if blend is activated).""")
with gr.Row():
img = gr.components.Image(type="pil", label="Reference", elem_id=f"{id_prefix}_face{unit_num}_reference_image")
batch_files = gr.components.File(
type="file",
file_count="multiple",
label="Batch Sources Images",
optional=True,
elem_id=f"{id_prefix}_face{unit_num}_batch_source_face_files"
)
gr.Markdown(
"""Face checkpoint built with the checkpoint builder in tools. Will overwrite reference image.""")
with gr.Row() :
face = gr.Dropdown(
choices=get_face_checkpoints(),
label="Face Checkpoint (precedence over reference face)",
elem_id=f"{id_prefix}_face{unit_num}_face_checkpoint"
)
refresh = gr.Button(value='', variant='tool', elem_id=f"{id_prefix}_face{unit_num}_refresh_checkpoints")
def refresh_fn(selected):
return gr.Dropdown.update(value=selected, choices=get_face_checkpoints())
refresh.click(fn=refresh_fn,inputs=face, outputs=face)
with gr.Row():
enable = gr.Checkbox(False, placeholder="enable", label="Enable", elem_id=f"{id_prefix}_face{unit_num}_enable")
blend_faces = gr.Checkbox(
True, placeholder="Blend Faces", label="Blend Faces ((Source|Checkpoint)+References = 1)",
elem_id=f"{id_prefix}_face{unit_num}_blend_faces",
interactive=True
)
gr.Markdown("""Discard images with low similarity or no faces :""")
with gr.Row():
check_similarity = gr.Checkbox(False, placeholder="discard", label="Check similarity",
elem_id=f"{id_prefix}_face{unit_num}_check_similarity")
compute_similarity = gr.Checkbox(False, label="Compute similarity",
elem_id=f"{id_prefix}_face{unit_num}_compute_similarity")
min_sim = gr.Slider(0, 1, 0, step=0.01, label="Min similarity",
elem_id=f"{id_prefix}_face{unit_num}_min_similarity")
min_ref_sim = gr.Slider(
0, 1, 0, step=0.01, label="Min reference similarity",
elem_id=f"{id_prefix}_face{unit_num}_min_ref_similarity"
)
gr.Markdown("""Select the face to be swapped, you can sort by size or use the same gender as the desired face:""")
with gr.Row():
same_gender = gr.Checkbox(
False, placeholder="Same Gender", label="Same Gender",
elem_id=f"{id_prefix}_face{unit_num}_same_gender"
)
sort_by_size = gr.Checkbox(
False, placeholder="Sort by size", label="Sort by size (larger>smaller)",
elem_id=f"{id_prefix}_face{unit_num}_sort_by_size"
)
target_faces_index = gr.Textbox(
value="0",
placeholder="Which face to swap (comma separated), start from 0 (by gender if same_gender is enabled)",
label="Target face : Comma separated face number(s)",
elem_id=f"{id_prefix}_face{unit_num}_target_faces_index"
)
gr.Markdown("""The following will only affect reference face image (and is not affected by sort by size) :""")
reference_faces_index = gr.Number(
value=0,
precision=0,
minimum=0,
placeholder="Which face to get from reference image start from 0",
label="Reference source face : start from 0",
elem_id=f"{id_prefix}_face{unit_num}_reference_face_index"
)
gr.Markdown("""Configure swapping. Swapping can occure before img2img, after or both :""", visible=is_img2img)
swap_in_source = gr.Checkbox(
False,
placeholder="Swap face in source image",
label="Swap in source image (blended face)",
visible=is_img2img,
elem_id=f"{id_prefix}_face{unit_num}_swap_in_source"
)
swap_in_generated = gr.Checkbox(
True,
placeholder="Swap face in generated image",
label="Swap in generated image",
visible=is_img2img,
elem_id=f"{id_prefix}_face{unit_num}_swap_in_generated"
)
# If changed, you need to change FaceSwapUnitSettings accordingly
# ORDER of parameters is IMPORTANT. It should match the result of FaceSwapUnitSettings
return [
img,
face,
batch_files,
blend_faces,
enable,
same_gender,
sort_by_size,
check_similarity,
compute_similarity,
min_sim,
min_ref_sim,
target_faces_index,
reference_faces_index,
swap_in_source,
swap_in_generated,
]