maxmustermann
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animegan2-pytorch
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Xing Han Lu 2021-11-07 01:12:44 -05:00
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14
README.md
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@ -7,7 +7,7 @@ You can load Animegan v2 via `torch.hub`:
```python
import torch
model = torch.hub.load('xhlulu/animegan2-pytorch', 'generator').eval()
model = torch.hub.load('bryandlee/animegan2-pytorch', 'generator').eval()
# convert your image into tensor here
out = model(img_tensor)
```
@ -15,7 +15,7 @@ out = model(img_tensor)
You can load with various configs (more details in [the torch docs](https://pytorch.org/docs/stable/hub.html)):
```python
model = torch.hub.load(
"xhlulu/animegan2-pytorch",
"bryandlee/animegan2-pytorch",
"generator",
pretrained=True, # or give URL to a pretrained model
device="cuda", # or "cpu" if you don't have a GPU
@ -25,10 +25,10 @@ model = torch.hub.load(
Currently, the following `pretrained` shorthands are available:
```python
model = torch.hub.load("xhlulu/animegan2-pytorch", "generator", pretrained="celeba_distill")
model = torch.hub.load("xhlulu/animegan2-pytorch", "generator", pretrained="face_paint_512_v1")
model = torch.hub.load("xhlulu/animegan2-pytorch", "generator", pretrained="face_paint_512_v2")
model = torch.hub.load("xhlulu/animegan2-pytorch", "generator", pretrained="paprika")
model = torch.hub.load("bryandlee/animegan2-pytorch", "generator", pretrained="celeba_distill")
model = torch.hub.load("bryandlee/animegan2-pytorch", "generator", pretrained="face_paint_512_v1")
model = torch.hub.load("bryandlee/animegan2-pytorch", "generator", pretrained="face_paint_512_v2")
model = torch.hub.load("bryandlee/animegan2-pytorch", "generator", pretrained="paprika")
```
You can also load the `face2paint` util function. First, install dependencies:
@ -40,7 +40,7 @@ pip install torchvision Pillow numpy
Then, import the function using `torch.hub`:
```python
face2paint = torch.hub.load(
'xhlulu/animegan2-pytorch', 'face2paint',
'bryandlee/animegan2-pytorch', 'face2paint',
size=512, device="cpu"
)

2
hubconf.py
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@ -3,7 +3,7 @@ import torch
def generator(pretrained=True, device="cpu", progress=True, check_hash=True):
from model import Generator
release_url = "https://github.com/xhlulu/animegan2-pytorch/raw/main/weights"
release_url = "https://github.com/bryandlee/animegan2-pytorch/raw/main/weights"
known = {
name: f"{release_url}/{name}.pt"
for name in [