Spaces:
Running
on
CPU Upgrade
Running
on
CPU Upgrade
upload models
Browse files- README.md +1 -1
- app.py +25 -0
- examples/179.png +0 -0
- examples/493.png +0 -0
- examples/780.png +0 -0
- model.h5 +3 -0
- requirements.txt +2 -0
README.md
CHANGED
@@ -1,5 +1,5 @@
|
|
1 |
---
|
2 |
-
title:
|
3 |
emoji: π¦
|
4 |
colorFrom: indigo
|
5 |
colorTo: pink
|
|
|
1 |
---
|
2 |
+
title: Enhance Low Light Image
|
3 |
emoji: π¦
|
4 |
colorFrom: indigo
|
5 |
colorTo: pink
|
app.py
ADDED
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import numpy as np
|
2 |
+
import gradio as gr
|
3 |
+
from huggingface_hub import from_pretrained_keras
|
4 |
+
|
5 |
+
|
6 |
+
model = from_pretrained_keras("keras-io/lowlight-enhance-mirnet", compile=False)
|
7 |
+
examples = ['examples/179.png', 'examples/493.png', 'examples/780.png']
|
8 |
+
|
9 |
+
|
10 |
+
def infer(image):
|
11 |
+
image = np.expand_dims(image, axis=0)
|
12 |
+
output = model.predict(image)
|
13 |
+
output_image = output[0] * 255.0
|
14 |
+
output_image = output_image.clip(0, 255)
|
15 |
+
output_image = output_image.reshape(
|
16 |
+
(np.shape(output_image)[0], np.shape(output_image)[1], 3)
|
17 |
+
)
|
18 |
+
return output_image
|
19 |
+
|
20 |
+
|
21 |
+
iface = gr.Interface(
|
22 |
+
fn=infer,
|
23 |
+
inputs=[gr.inputs.Image(label="image", type="pil", shape=(128, 128))],
|
24 |
+
outputs="image",
|
25 |
+
examples=examples).launch(debug=True)
|
examples/179.png
ADDED
examples/493.png
ADDED
examples/780.png
ADDED
model.h5
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7e0bd457aa184c3a8fde411375b292e4f7776aaf7cfc9c29661f577309be451c
|
3 |
+
size 441222364
|
requirements.txt
ADDED
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
1 |
+
tensorflow
|
2 |
+
keras
|