Erwann Millon
commited on
Commit
•
81f589b
1
Parent(s):
518b6f2
reser
Browse files- .gitmodules +0 -3
- app.py +0 -53
- attn.py +0 -1
- aws +0 -1
- color +0 -1
- requirements.txt +0 -1
.gitmodules
CHANGED
@@ -1,3 +0,0 @@
|
|
1 |
-
[submodule "cicdiff"]
|
2 |
-
path = color
|
3 |
-
url = https://github.com/ErwannMillon/Color-diffusion.git
|
|
|
|
|
|
|
|
app.py
DELETED
@@ -1,53 +0,0 @@
|
|
1 |
-
import gradio as gr
|
2 |
-
from transformers import pipeline
|
3 |
-
from PLModel import PLColorDiff
|
4 |
-
from dataset import ColorizationDataset
|
5 |
-
from utils import lab_to_rgb, split_lab
|
6 |
-
import torch
|
7 |
-
import default_configs
|
8 |
-
from icecream import ic
|
9 |
-
|
10 |
-
from unet import SimpleUnet
|
11 |
-
def get_image(image):
|
12 |
-
print(image)
|
13 |
-
dataset = ColorizationDataset([image], split="val", config=conf, size=128)
|
14 |
-
lab_img = dataset.get_tensor_from_path(image)
|
15 |
-
batch = lab_img.unsqueeze(0)
|
16 |
-
# x_l, _ = split_lab(batch)
|
17 |
-
# bw = torch.cat((x_l, *[torch.zeros_like(x_l)] * 2), dim=1)
|
18 |
-
model.eval()
|
19 |
-
img = model.sample_plot_image(batch)
|
20 |
-
rgb_img = lab_to_rgb(*split_lab(img))
|
21 |
-
# model.test_step(batch)
|
22 |
-
return(rgb_img[0])
|
23 |
-
conf = SimpleUnetConfig = dict (
|
24 |
-
# device = get_device(),
|
25 |
-
device = "mps",
|
26 |
-
pin_memory = torch.cuda.is_available(),
|
27 |
-
T=300,
|
28 |
-
lr=5e-4,
|
29 |
-
batch_size=64,
|
30 |
-
img_size = 128,
|
31 |
-
sample=False,
|
32 |
-
log=False,
|
33 |
-
should_log=False,
|
34 |
-
sample_fn = None,
|
35 |
-
val_every=20,
|
36 |
-
epochs=100,
|
37 |
-
using_cond=False
|
38 |
-
)
|
39 |
-
ckpt_path = "checkpoints/epoch=1-step=706.ckpt"
|
40 |
-
ckpt = torch.load(ckpt_path, map_location=torch.device("mps"))
|
41 |
-
unet = SimpleUnet()
|
42 |
-
model = PLColorDiff(unet, None, None)
|
43 |
-
ic.disable()
|
44 |
-
model.load_state_dict(ckpt["state_dict"])
|
45 |
-
|
46 |
-
demo = gr.Interface(
|
47 |
-
get_image,
|
48 |
-
inputs=gr.inputs.Image(label="Upload a black and white face", type="filepath"),
|
49 |
-
outputs="image",
|
50 |
-
title="Upload a black and white face and get a colorized image!",
|
51 |
-
)
|
52 |
-
|
53 |
-
demo.launch()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
attn.py
DELETED
@@ -1 +0,0 @@
|
|
1 |
-
color/attn.py
|
|
|
|
aws
DELETED
@@ -1 +0,0 @@
|
|
1 |
-
color/aws
|
|
|
|
color
DELETED
@@ -1 +0,0 @@
|
|
1 |
-
Subproject commit fd4b3285315dd8e0e612ffca7d7ecd02f6569f2d
|
|
|
|
requirements.txt
DELETED
@@ -1 +0,0 @@
|
|
1 |
-
color/requirements.txt
|
|
|
|