Spaces:
Running
on
Zero
Running
on
Zero
Update app.py
Browse files
app.py
CHANGED
|
@@ -5,19 +5,39 @@ import numpy as np
|
|
| 5 |
from PIL import Image
|
| 6 |
from transparent_background import Remover
|
| 7 |
|
| 8 |
-
# Load model
|
| 9 |
remover = Remover(mode='fast') # custom setting
|
| 10 |
|
| 11 |
-
#
|
| 12 |
-
|
| 13 |
-
|
|
|
|
|
|
|
|
|
|
| 14 |
|
| 15 |
-
def doo(
|
| 16 |
-
|
| 17 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 18 |
|
| 19 |
-
|
| 20 |
-
|
|
|
|
| 21 |
|
| 22 |
-
iface = gr.Interface(fn=doo, inputs="
|
| 23 |
iface.launch()
|
|
|
|
| 5 |
from PIL import Image
|
| 6 |
from transparent_background import Remover
|
| 7 |
|
|
|
|
| 8 |
remover = Remover(mode='fast') # custom setting
|
| 9 |
|
| 10 |
+
#def doo(image):
|
| 11 |
+
#img = Image.fromarray(image).convert('RGB') # read image
|
| 12 |
+
#out = remover.process(img) # default setting - transparent background
|
| 13 |
+
|
| 14 |
+
#out.save('output.png') # save result
|
| 15 |
+
#return out
|
| 16 |
|
| 17 |
+
def doo(video):
|
| 18 |
+
cap = cv2.VideoCapture(video) # video reader for input
|
| 19 |
+
fps = cap.get(cv2.CAP_PROP_FPS)
|
| 20 |
+
|
| 21 |
+
writer = None
|
| 22 |
+
|
| 23 |
+
while cap.isOpened():
|
| 24 |
+
ret, frame = cap.read() # read video
|
| 25 |
+
|
| 26 |
+
if ret is False:
|
| 27 |
+
break
|
| 28 |
+
|
| 29 |
+
frame = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)
|
| 30 |
+
img = Image.fromarray(frame).convert('RGB')
|
| 31 |
+
|
| 32 |
+
if writer is None:
|
| 33 |
+
writer = cv2.VideoWriter('output.mp4', cv2.VideoWriter_fourcc(*'mp4v'), fps, img.size) # video writer for output
|
| 34 |
+
|
| 35 |
+
out = remover.process(img, type='map') # same as image, except for 'rgba' which is not for video.
|
| 36 |
+
writer.write(cv2.cvtColor(np.array(out), cv2.COLOR_BGR2RGB))
|
| 37 |
|
| 38 |
+
cap.release()
|
| 39 |
+
writer.release()
|
| 40 |
+
return writer
|
| 41 |
|
| 42 |
+
iface = gr.Interface(fn=doo, inputs="video", outputs="video")
|
| 43 |
iface.launch()
|