Linoy Tsaban
commited on
Commit
·
da5eff7
1
Parent(s):
5c86655
Update app.py
Browse files
app.py
CHANGED
|
@@ -26,15 +26,13 @@ blip_model = BlipForConditionalGeneration.from_pretrained("Salesforce/blip-image
|
|
| 26 |
|
| 27 |
## IMAGE CPATIONING ##
|
| 28 |
def caption_image(input_image):
|
| 29 |
-
|
| 30 |
-
if not input_image is None:
|
| 31 |
inputs = blip_processor(images=input_image, return_tensors="pt").to(device)
|
| 32 |
pixel_values = inputs.pixel_values
|
| 33 |
-
|
| 34 |
generated_ids = blip_model.generate(pixel_values=pixel_values, max_length=50)
|
| 35 |
generated_caption = blip_processor.batch_decode(generated_ids, skip_special_tokens=True)[0]
|
| 36 |
return generated_caption
|
| 37 |
-
|
| 38 |
|
| 39 |
|
| 40 |
## DDPM INVERSION AND SAMPLING ##
|
|
@@ -363,10 +361,7 @@ with gr.Blocks(css="style.css") as demo:
|
|
| 363 |
|
| 364 |
|
| 365 |
def reset_do_inversion():
|
| 366 |
-
|
| 367 |
-
return True
|
| 368 |
-
else:
|
| 369 |
-
return False
|
| 370 |
|
| 371 |
def reset_do_reconstruction():
|
| 372 |
do_reconstruction = True
|
|
@@ -599,7 +594,7 @@ with gr.Blocks(css="style.css") as demo:
|
|
| 599 |
|
| 600 |
|
| 601 |
# Automatically start inverting upon input_image change
|
| 602 |
-
input_image.
|
| 603 |
fn = reset_do_inversion,
|
| 604 |
inputs = [input_image],
|
| 605 |
outputs = [do_inversion],
|
|
|
|
| 26 |
|
| 27 |
## IMAGE CPATIONING ##
|
| 28 |
def caption_image(input_image):
|
|
|
|
|
|
|
| 29 |
inputs = blip_processor(images=input_image, return_tensors="pt").to(device)
|
| 30 |
pixel_values = inputs.pixel_values
|
| 31 |
+
|
| 32 |
generated_ids = blip_model.generate(pixel_values=pixel_values, max_length=50)
|
| 33 |
generated_caption = blip_processor.batch_decode(generated_ids, skip_special_tokens=True)[0]
|
| 34 |
return generated_caption
|
| 35 |
+
|
| 36 |
|
| 37 |
|
| 38 |
## DDPM INVERSION AND SAMPLING ##
|
|
|
|
| 361 |
|
| 362 |
|
| 363 |
def reset_do_inversion():
|
| 364 |
+
return True
|
|
|
|
|
|
|
|
|
|
| 365 |
|
| 366 |
def reset_do_reconstruction():
|
| 367 |
do_reconstruction = True
|
|
|
|
| 594 |
|
| 595 |
|
| 596 |
# Automatically start inverting upon input_image change
|
| 597 |
+
input_image.upload(
|
| 598 |
fn = reset_do_inversion,
|
| 599 |
inputs = [input_image],
|
| 600 |
outputs = [do_inversion],
|