anand004 commited on
Commit
ded1f34
·
verified ·
1 Parent(s): 9b1d677

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +4 -4
app.py CHANGED
@@ -55,7 +55,6 @@ if torch.cuda.is_available():
55
  load_in_4bit=True,
56
  )
57
 
58
- prompt = "[INST] <image>\nDescribe the image in a sentence [/INST]"
59
 
60
  @spaces.GPU()
61
  def get_image_description(image):
@@ -63,6 +62,7 @@ def get_image_description(image):
63
  gc.collect()
64
 
65
  # n = len(prompt)
 
66
 
67
  inputs = processor(prompt, image, return_tensors="pt").to("cuda:0")
68
  output = vision_model.generate(**inputs, max_new_tokens=100)
@@ -100,11 +100,11 @@ def get_vectordb(text, images, img_doc_files):
100
  descs = []
101
  for i in range(len(images)):
102
  try:
103
- descs.append(img_doc_files[i]+"\n"+get_image_description(images[i]).replace(prompt, ""))
104
  except:
105
  descs.append("Could not generate image description due to some error")
106
- # print(descs[-1])
107
- # print()
108
 
109
  # image_descriptions = get_image_descriptions(images)
110
  image_dict = [{"image": image_to_bytes(img)} for img in images]
 
55
  load_in_4bit=True,
56
  )
57
 
 
58
 
59
  @spaces.GPU()
60
  def get_image_description(image):
 
62
  gc.collect()
63
 
64
  # n = len(prompt)
65
+ prompt = "[INST] <image>\nDescribe the image in a sentence [/INST]"
66
 
67
  inputs = processor(prompt, image, return_tensors="pt").to("cuda:0")
68
  output = vision_model.generate(**inputs, max_new_tokens=100)
 
100
  descs = []
101
  for i in range(len(images)):
102
  try:
103
+ descs.append(img_doc_files[i]+"\n"+get_image_description(images[i]))
104
  except:
105
  descs.append("Could not generate image description due to some error")
106
+ print(descs[-1])
107
+ print()
108
 
109
  # image_descriptions = get_image_descriptions(images)
110
  image_dict = [{"image": image_to_bytes(img)} for img in images]