Spaces:
Runtime error
Runtime error
Dach Stein
commited on
Commit
•
2bf015e
1
Parent(s):
6bfc358
face swapping app initial commit fully working showcase
Browse files- .gitattributes +1 -0
- app.py +54 -0
- examples/game_of_thrones.jpg +0 -0
- examples/margaret_thatcher.jpg +0 -0
- examples/rihanna.jpg +0 -0
- examples/rihatcher.jpg +0 -0
- inswapper_128.onnx +3 -0
- requirements.txt +82 -0
.gitattributes
CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
36 |
+
inswapper_128.onnx filter=lfs diff=lfs merge=lfs -text
|
app.py
ADDED
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import gradio as gr
|
2 |
+
import insightface
|
3 |
+
from insightface.app import FaceAnalysis
|
4 |
+
|
5 |
+
assert insightface.__version__ >= '0.7'
|
6 |
+
|
7 |
+
def prepare_app():
|
8 |
+
app = FaceAnalysis(name='buffalo_l')
|
9 |
+
app.prepare(ctx_id=0, det_size=(640, 640))
|
10 |
+
swapper = insightface.model_zoo.get_model('inswapper_128.onnx', download=True, download_zip=True)
|
11 |
+
return app, swapper
|
12 |
+
|
13 |
+
def sort_faces(faces):
|
14 |
+
return sorted(faces, key=lambda x: x.bbox[0])
|
15 |
+
|
16 |
+
def get_face(faces, face_id):
|
17 |
+
try:
|
18 |
+
if len(faces) < face_id or face_id < 1:
|
19 |
+
raise gr.Error(f"The image includes only {len(faces)} faces, however, you asked for face {face_id}")
|
20 |
+
return faces[face_id-1]
|
21 |
+
except Exception as e:
|
22 |
+
raise gr.Error(f"An error occurred: {str(e)}")
|
23 |
+
|
24 |
+
app, swapper = prepare_app()
|
25 |
+
|
26 |
+
def swap_faces(sourceImage, sourceFaceIndex, destinationImage, destinationFaceIndex):
|
27 |
+
"""Swaps faces between the source and destination images based on the specified face indices."""
|
28 |
+
faces = sort_faces(app.get(sourceImage))
|
29 |
+
source_face = get_face(faces, sourceFaceIndex)
|
30 |
+
|
31 |
+
res_faces = sort_faces(app.get(destinationImage))
|
32 |
+
res_face = get_face(res_faces, destinationFaceIndex)
|
33 |
+
|
34 |
+
result = swapper.get(destinationImage, res_face, source_face, paste_back=True)
|
35 |
+
return result
|
36 |
+
|
37 |
+
gr.Interface(
|
38 |
+
swap_faces,
|
39 |
+
[
|
40 |
+
gr.Image(label="Source Image (the image with the face that you want to use)"),
|
41 |
+
gr.Number(precision=0, value=1, label='Source Face Position', info='In case there are multiple faces on the image specify which should be used from the left, starting at 1'),
|
42 |
+
gr.Image(label="Destination Image (the image with the face that you want to replace)"),
|
43 |
+
gr.Number(precision=0, value=1, label='Destination Face Position', info='In case there are multiple faces on the image specify which should be replaced from the left, starting at 1')
|
44 |
+
],
|
45 |
+
gr.Image(),
|
46 |
+
examples=[
|
47 |
+
['./examples/rihanna.jpg', 1, './examples/margaret_thatcher.jpg', 3],
|
48 |
+
['./examples/game_of_thrones.jpg', 5, './examples/game_of_thrones.jpg', 4],
|
49 |
+
],
|
50 |
+
theme=gr.themes.Base(),
|
51 |
+
title="Face Swapper App 🔄",
|
52 |
+
description="🌀 This app allows you to swap faces between images. <br>➡️ Upload a source image and a destination image, and specify the positions of the faces you'd like to swap! <br>⚡️ Try it out quickly by using the examples below. <br>💡 At [Dentro](https://dentro-innovation.com), we help you to discover, develop and implement AI within your organisation! <br>📖 The original authors of the face swap model can be found [here](https://github.com/deepinsight/insightface/blob/master/examples/in_swapper/README.md).<br>❤️ Feel free to like or duplicate this space!",
|
53 |
+
thumbnail='./examples/rihatcher.jpg'
|
54 |
+
).launch()
|
examples/game_of_thrones.jpg
ADDED
examples/margaret_thatcher.jpg
ADDED
examples/rihanna.jpg
ADDED
examples/rihatcher.jpg
ADDED
inswapper_128.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e4a3f08c753cb72d04e10aa0f7dbe3deebbf39567d4ead6dce08e98aa49e16af
|
3 |
+
size 554253681
|
requirements.txt
ADDED
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
aiofiles==23.2.1
|
2 |
+
albumentations==1.3.1
|
3 |
+
altair==5.1.2
|
4 |
+
annotated-types==0.6.0
|
5 |
+
anyio==3.7.1
|
6 |
+
attrs==23.1.0
|
7 |
+
certifi==2023.7.22
|
8 |
+
charset-normalizer==3.3.1
|
9 |
+
click==8.1.7
|
10 |
+
coloredlogs==15.0.1
|
11 |
+
contourpy==1.1.1
|
12 |
+
cycler==0.12.1
|
13 |
+
Cython==3.0.4
|
14 |
+
easydict==1.11
|
15 |
+
exceptiongroup==1.1.3
|
16 |
+
fastapi==0.104.1
|
17 |
+
ffmpy==0.3.1
|
18 |
+
filelock==3.13.1
|
19 |
+
flatbuffers==23.5.26
|
20 |
+
fonttools==4.43.1
|
21 |
+
fsspec==2023.10.0
|
22 |
+
gradio==3.50.2
|
23 |
+
gradio_client==0.6.1
|
24 |
+
h11==0.14.0
|
25 |
+
httpcore==0.18.0
|
26 |
+
httpx==0.25.0
|
27 |
+
huggingface-hub==0.18.0
|
28 |
+
humanfriendly==10.0
|
29 |
+
idna==3.4
|
30 |
+
imageio==2.31.6
|
31 |
+
importlib-resources==6.1.0
|
32 |
+
insightface==0.7.3
|
33 |
+
Jinja2==3.1.2
|
34 |
+
joblib==1.3.2
|
35 |
+
jsonschema==4.19.2
|
36 |
+
jsonschema-specifications==2023.7.1
|
37 |
+
kiwisolver==1.4.5
|
38 |
+
lazy_loader==0.3
|
39 |
+
MarkupSafe==2.1.3
|
40 |
+
matplotlib==3.8.0
|
41 |
+
mpmath==1.3.0
|
42 |
+
networkx==3.2.1
|
43 |
+
numpy==1.26.1
|
44 |
+
onnx==1.15.0
|
45 |
+
onnxruntime==1.16.1
|
46 |
+
opencv-python-headless==4.8.1.78
|
47 |
+
orjson==3.9.10
|
48 |
+
packaging==23.2
|
49 |
+
pandas==2.1.2
|
50 |
+
Pillow==10.0.1
|
51 |
+
prettytable==3.9.0
|
52 |
+
protobuf==4.24.4
|
53 |
+
pydantic==2.4.2
|
54 |
+
pydantic_core==2.10.1
|
55 |
+
pydub==0.25.1
|
56 |
+
pyparsing==3.1.1
|
57 |
+
python-dateutil==2.8.2
|
58 |
+
python-multipart==0.0.6
|
59 |
+
pytz==2023.3.post1
|
60 |
+
PyYAML==6.0.1
|
61 |
+
qudida==0.0.4
|
62 |
+
referencing==0.30.2
|
63 |
+
requests==2.31.0
|
64 |
+
rpds-py==0.10.6
|
65 |
+
scikit-image==0.22.0
|
66 |
+
scikit-learn==1.3.2
|
67 |
+
scipy==1.11.3
|
68 |
+
semantic-version==2.10.0
|
69 |
+
six==1.16.0
|
70 |
+
sniffio==1.3.0
|
71 |
+
starlette==0.27.0
|
72 |
+
sympy==1.12
|
73 |
+
threadpoolctl==3.2.0
|
74 |
+
tifffile==2023.9.26
|
75 |
+
toolz==0.12.0
|
76 |
+
tqdm==4.66.1
|
77 |
+
typing_extensions==4.8.0
|
78 |
+
tzdata==2023.3
|
79 |
+
urllib3==2.0.7
|
80 |
+
uvicorn==0.23.2
|
81 |
+
wcwidth==0.2.9
|
82 |
+
websockets==11.0.3
|