Skip to content
Open
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
25 changes: 21 additions & 4 deletions src/utils/ocr.py
Original file line number Diff line number Diff line change
Expand Up @@ -2,6 +2,7 @@

import cv2
import numpy as np
import pandas as pd
import pyautogui
import pytesseract

Expand All @@ -19,10 +20,26 @@ def find_all_string_occurrences(string):
# Preprocess the image
processed_img = preprocess_image(screenshot_bgr)
# Use pytesseract to extract text from the screenshot
extracted_text = pytesseract.image_to_string(processed_img, config="--psm 6 -l eng")

# Use a regular expression to find all occurrences of the substring
return re.findall(re.escape(string), extracted_text)
extracted_data = pytesseract.image_to_data(processed_img, config="--psm 6 -l eng",
output_type=pytesseract.Output.DATAFRAME)

occurrences = []
locations = []

for i, row in extracted_data.iterrows():
if pd.isna(row['text']):
continue
found_positions = [m.start() for m in re.finditer(re.escape(string), row['text'])]
for pos in found_positions:
occurrences.append(string)
locations.append({
'left': row['left'] + pos,
'top': row['top'],
'width': row['width'],
'height': row['height']
})

return occurrences, locations


def find_all_sentence_occurrences(sentence):
Expand Down