Edvin Behdadijd
commited on
Update app.py
Browse files
app.py
CHANGED
|
@@ -1,93 +1,84 @@
|
|
| 1 |
-
import os
|
| 2 |
-
import
|
| 3 |
-
|
| 4 |
-
import
|
| 5 |
-
import
|
| 6 |
-
from
|
| 7 |
-
|
| 8 |
-
|
| 9 |
-
|
| 10 |
-
|
| 11 |
-
|
| 12 |
-
|
| 13 |
-
|
| 14 |
-
|
| 15 |
-
|
| 16 |
-
|
| 17 |
-
|
| 18 |
-
|
| 19 |
-
|
| 20 |
-
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
|
| 24 |
-
|
| 25 |
-
|
| 26 |
-
|
| 27 |
-
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
|
| 31 |
-
|
| 32 |
-
|
| 33 |
-
|
| 34 |
-
|
| 35 |
-
|
| 36 |
-
|
| 37 |
-
|
| 38 |
-
|
| 39 |
-
|
| 40 |
-
|
| 41 |
-
|
| 42 |
-
|
| 43 |
-
|
| 44 |
-
|
| 45 |
-
|
| 46 |
-
|
| 47 |
-
|
| 48 |
-
|
| 49 |
-
|
| 50 |
-
|
| 51 |
-
|
| 52 |
-
|
| 53 |
-
|
| 54 |
-
|
| 55 |
-
|
| 56 |
-
|
| 57 |
-
|
| 58 |
-
|
| 59 |
-
|
| 60 |
-
file_extension
|
| 61 |
-
|
| 62 |
-
|
| 63 |
-
|
| 64 |
-
|
| 65 |
-
|
| 66 |
-
|
| 67 |
-
|
| 68 |
-
|
| 69 |
-
|
| 70 |
-
|
| 71 |
-
|
| 72 |
-
|
| 73 |
-
|
| 74 |
-
|
| 75 |
-
|
| 76 |
-
|
| 77 |
-
|
| 78 |
-
|
| 79 |
-
|
| 80 |
-
|
| 81 |
-
|
| 82 |
-
|
| 83 |
-
|
| 84 |
-
|
| 85 |
-
iface = gr.Interface(
|
| 86 |
-
fn=gradio_interface,
|
| 87 |
-
inputs=gr.inputs.File(label="Upload Word, PDF, or Image"),
|
| 88 |
-
outputs=gr.outputs.Image(type="file", label="Processed Image(s)"),
|
| 89 |
-
title="Document to Image Converter with Background Removal"
|
| 90 |
-
)
|
| 91 |
-
|
| 92 |
-
if __name__ == "__main__":
|
| 93 |
iface.launch()
|
|
|
|
| 1 |
+
import os
|
| 2 |
+
from PIL import Image, ImageOps, ImageChops
|
| 3 |
+
import io
|
| 4 |
+
import fitz # PyMuPDF
|
| 5 |
+
from docx import Document
|
| 6 |
+
from rembg import remove
|
| 7 |
+
import gradio as gr
|
| 8 |
+
|
| 9 |
+
def convert_image_to_jpeg(input_path):
|
| 10 |
+
image = Image.open(input_path)
|
| 11 |
+
image = image.convert('RGB')
|
| 12 |
+
output_path = os.path.splitext(input_path)[0] + ".jpg"
|
| 13 |
+
image.save(output_path, 'JPEG')
|
| 14 |
+
return output_path
|
| 15 |
+
|
| 16 |
+
def trim_whitespace(image):
|
| 17 |
+
gray_image = ImageOps.grayscale(image)
|
| 18 |
+
inverted_image = ImageChops.invert(gray_image)
|
| 19 |
+
bbox = inverted_image.getbbox()
|
| 20 |
+
trimmed_image = image.crop(bbox)
|
| 21 |
+
return trimmed_image
|
| 22 |
+
|
| 23 |
+
def convert_pdf_to_images(pdf_path, zoom=2):
|
| 24 |
+
pdf_document = fitz.open(pdf_path)
|
| 25 |
+
name_with_extension = os.path.basename(pdf_path)
|
| 26 |
+
name = os.path.splitext(name_with_extension)[0]
|
| 27 |
+
|
| 28 |
+
output_paths = []
|
| 29 |
+
for page_num in range(len(pdf_document)):
|
| 30 |
+
page = pdf_document.load_page(page_num)
|
| 31 |
+
matrix = fitz.Matrix(zoom, zoom)
|
| 32 |
+
pix = page.get_pixmap(matrix=matrix)
|
| 33 |
+
image = Image.frombytes("RGB", [pix.width, pix.height], pix.samples)
|
| 34 |
+
trimmed_image = trim_whitespace(image)
|
| 35 |
+
output_path = f"{name}_page_{page_num + 1}.jpg"
|
| 36 |
+
trimmed_image.save(output_path, 'JPEG')
|
| 37 |
+
output_paths.append(output_path)
|
| 38 |
+
return output_paths
|
| 39 |
+
|
| 40 |
+
def convert_docx_to_jpeg(docx_path):
|
| 41 |
+
document = Document(docx_path)
|
| 42 |
+
output_paths = []
|
| 43 |
+
for i, image_shape in enumerate(document.inline_shapes, start=1):
|
| 44 |
+
image_stream = image_shape.image.blob
|
| 45 |
+
image = Image.open(io.BytesIO(image_stream))
|
| 46 |
+
output_path = f"{os.path.splitext(os.path.basename(docx_path))[0]}_page_{i}.jpg"
|
| 47 |
+
image.save(output_path, 'JPEG')
|
| 48 |
+
output_paths.append(output_path)
|
| 49 |
+
return output_paths
|
| 50 |
+
|
| 51 |
+
def process_file(input_file):
|
| 52 |
+
file_extension = os.path.splitext(input_file.name)[1].lower()
|
| 53 |
+
|
| 54 |
+
if file_extension in ['.png', '.jpeg', '.jpg', '.bmp', '.gif']:
|
| 55 |
+
output_path = convert_image_to_jpeg(input_file.name)
|
| 56 |
+
return remove_background(output_path)
|
| 57 |
+
elif file_extension == '.pdf':
|
| 58 |
+
image_paths = convert_pdf_to_images(input_file.name)
|
| 59 |
+
return [remove_background(path) for path in image_paths]
|
| 60 |
+
elif file_extension in ['.docx', '.doc']:
|
| 61 |
+
image_paths = convert_docx_to_jpeg(input_file.name)
|
| 62 |
+
return [remove_background(path) for path in image_paths]
|
| 63 |
+
else:
|
| 64 |
+
return "File format not supported."
|
| 65 |
+
|
| 66 |
+
def remove_background(image_path):
|
| 67 |
+
input_image = Image.open(image_path)
|
| 68 |
+
output_image = remove(input_image)
|
| 69 |
+
output_path = image_path.replace('.jpg', '_no_bg.png')
|
| 70 |
+
output_image.save(output_path, 'PNG')
|
| 71 |
+
return output_path
|
| 72 |
+
|
| 73 |
+
def gradio_interface(input_file):
|
| 74 |
+
return process_file(input_file)
|
| 75 |
+
|
| 76 |
+
iface = gr.Interface(
|
| 77 |
+
fn=gradio_interface,
|
| 78 |
+
inputs=gr.inputs.File(label="Upload Word, PDF, or Image"),
|
| 79 |
+
outputs=gr.outputs.Image(type="file", label="Processed Image(s)"),
|
| 80 |
+
title="Document to Image Converter with Background Removal"
|
| 81 |
+
)
|
| 82 |
+
|
| 83 |
+
if __name__ == "__main__":
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 84 |
iface.launch()
|