reformat with black; looks better
This commit is contained in:
parent
1122f5a96f
commit
0b9d50af47
11 changed files with 240 additions and 244 deletions
|
|
@ -6,6 +6,7 @@ import numpy as np
|
|||
|
||||
def inference(image_path):
|
||||
from transformers import Pix2StructProcessor, Pix2StructForConditionalGeneration
|
||||
|
||||
image = Image.open(image_path)
|
||||
question = "How many living rooms are displayed on this floor plan?" # not sure if it even has an effect
|
||||
processor = Pix2StructProcessor.from_pretrained("google/deplot")
|
||||
|
|
@ -35,15 +36,17 @@ def calculate_model(image_path):
|
|||
|
||||
|
||||
def improve_img_for_ocr(img: Image):
|
||||
img2 = np.array(img.convert('L'))
|
||||
img2 = np.array(img.convert("L"))
|
||||
cv2.resize(img2, None, fx=1.2, fy=1.2, interpolation=cv2.INTER_CUBIC)
|
||||
thresh = cv2.adaptiveThreshold(img2, 255, cv2.ADAPTIVE_THRESH_GAUSSIAN_C,
|
||||
cv2.THRESH_BINARY, 11, 2)
|
||||
thresh = cv2.adaptiveThreshold(
|
||||
img2, 255, cv2.ADAPTIVE_THRESH_GAUSSIAN_C, cv2.THRESH_BINARY, 11, 2
|
||||
)
|
||||
return Image.fromarray(thresh)
|
||||
|
||||
|
||||
def calculate_ocr(image_path):
|
||||
import pytesseract
|
||||
|
||||
img = Image.open(image_path)
|
||||
text = pytesseract.image_to_string(img)
|
||||
estimated_sqm = extract_total_sqm(text)
|
||||
|
|
@ -52,9 +55,7 @@ def calculate_ocr(image_path):
|
|||
text2 = pytesseract.image_to_string(improved_img)
|
||||
estimated_sqm2 = extract_total_sqm(text2)
|
||||
with open("recalculating.log", "a") as f:
|
||||
f.write(
|
||||
f"before: {estimated_sqm} after: {estimated_sqm2} - {image_path}\n"
|
||||
)
|
||||
f.write(f"before: {estimated_sqm} after: {estimated_sqm2} - {image_path}\n")
|
||||
return estimated_sqm2, text2
|
||||
|
||||
return estimated_sqm, text
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue