Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
@@ -22,12 +22,9 @@ qwen_model = Qwen2VLForConditionalGeneration.from_pretrained(
|
|
22 |
# Processor for Qwen2-VL
|
23 |
processor = AutoProcessor.from_pretrained("Qwen/Qwen2-VL-7B-Instruct", trust_remote_code=True)
|
24 |
|
25 |
-
#
|
26 |
-
extracted_text = ""
|
27 |
-
|
28 |
@spaces.GPU(duration=120) # Increased GPU duration to 120 seconds
|
29 |
def ocr_and_extract(image):
|
30 |
-
global extracted_text
|
31 |
try:
|
32 |
# Save the uploaded image temporarily
|
33 |
temp_image_path = "temp_image.jpg"
|
@@ -88,7 +85,7 @@ def ocr_and_extract(image):
|
|
88 |
traceback.print_exc()
|
89 |
return f"Error: {error_message}"
|
90 |
|
91 |
-
def search_keywords(keywords):
|
92 |
if not extracted_text:
|
93 |
return "No text extracted yet. Please upload an image."
|
94 |
|
@@ -105,7 +102,7 @@ with gr.Blocks() as iface:
|
|
105 |
# Image upload and text extraction section
|
106 |
with gr.Column():
|
107 |
img_input = gr.Image(type="pil", label="Upload an Image")
|
108 |
-
extracted_output = gr.
|
109 |
|
110 |
# Functionality to trigger the OCR and extraction
|
111 |
img_button = gr.Button("Extract Text")
|
@@ -118,6 +115,6 @@ with gr.Blocks() as iface:
|
|
118 |
|
119 |
# Functionality to search within the extracted text
|
120 |
search_button = gr.Button("Search")
|
121 |
-
search_button.click(fn=search_keywords, inputs=search_input, outputs=search_output)
|
122 |
|
123 |
iface.launch()
|
|
|
22 |
# Processor for Qwen2-VL
|
23 |
processor = AutoProcessor.from_pretrained("Qwen/Qwen2-VL-7B-Instruct", trust_remote_code=True)
|
24 |
|
25 |
+
# Function for OCR and text extraction
|
|
|
|
|
26 |
@spaces.GPU(duration=120) # Increased GPU duration to 120 seconds
|
27 |
def ocr_and_extract(image):
|
|
|
28 |
try:
|
29 |
# Save the uploaded image temporarily
|
30 |
temp_image_path = "temp_image.jpg"
|
|
|
85 |
traceback.print_exc()
|
86 |
return f"Error: {error_message}"
|
87 |
|
88 |
+
def search_keywords(extracted_text, keywords):
|
89 |
if not extracted_text:
|
90 |
return "No text extracted yet. Please upload an image."
|
91 |
|
|
|
102 |
# Image upload and text extraction section
|
103 |
with gr.Column():
|
104 |
img_input = gr.Image(type="pil", label="Upload an Image")
|
105 |
+
extracted_output = gr.Textbox(label="Extracted Text", interactive=False) # Use Textbox to store text
|
106 |
|
107 |
# Functionality to trigger the OCR and extraction
|
108 |
img_button = gr.Button("Extract Text")
|
|
|
115 |
|
116 |
# Functionality to search within the extracted text
|
117 |
search_button = gr.Button("Search")
|
118 |
+
search_button.click(fn=search_keywords, inputs=[extracted_output, search_input], outputs=search_output)
|
119 |
|
120 |
iface.launch()
|