๐Ÿ“ฆ๋ถ„์„ ํ”„๋กœ์ ํŠธ 26

๐Ÿป ์ด๋ชจํ‹ฐ์ฝ˜ ํŠธ๋ Œ๋“œ ๋ฐ ํ†ต๊ณ„ ๋ถ„์„ (4) - ์ˆ˜์ž‘์—…์œผ๋กœ ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘, ๋ผ๋ฒจ๋ง

์ˆ˜์ž‘์—…์œผ๋กœ ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘ : ์ข…๋ฅ˜ ๊ตฌ๋ถ„ํ•˜๊ธฐfrom google.cloud import visionimport ioimport os# ํ™˜๊ฒฝ ๋ณ€์ˆ˜๋ฅผ ์„ค์ •ํ•˜๋Š” ๋ฐฉ๋ฒ•os.environ['GOOGLE_APPLICATION_CREDENTIALS'] = r"C:\Users\user\Desktop\google api\emoticon-438506-47c95f919cae.json"# Vision API ํด๋ผ์ด์–ธํŠธ ์ƒ์„ฑclient = vision.ImageAnnotatorClient()# ์ด๋ฏธ์ง€ ์ฝ๊ธฐimage_path = 'C:\\Users\\user\\Desktop\\google api\\loopy.png'with io.open(image_path, 'rb') as image_file: content = image_f..

๐Ÿป ์ด๋ชจํ‹ฐ์ฝ˜ ํŠธ๋ Œ๋“œ ๋ฐ ํ†ต๊ณ„ ๋ถ„์„ (3) - EasyOCR, Google Cloud Vision API

EasyOCR๋ฅผ ํ™œ์šฉํ•ด ์Šคํฌ๋ฆฐ์ƒท์„ ํ…์ŠคํŠธ๋กœ ์ „ํ™˜import easyocr# EasyOCR Reader ์ƒ์„ฑreader = easyocr.Reader(['en', 'ko']) # ์˜์–ด์™€ ํ•œ๊ตญ์–ด ์ง€์›# ์ด๋ฏธ์ง€์—์„œ ํ…์ŠคํŠธ ์ถ”์ถœresult = reader.readtext('C:\\Users\\dasom\\Desktop\\google api\\sample.png')# ํ…์ŠคํŠธ ์ถœ๋ ฅfor detection in result: print(detection[1]) # ํ…์ŠคํŠธ ๋ถ€๋ถ„๋งŒ ์ถœ๋ ฅ ๋”ฅ๋Ÿฌ๋‹ ๊ธฐ๋ฐ˜ EasyOCR๋ฅผ ์‚ฌ์šฉํ•ด๋ณด์•˜์Šต๋‹ˆ๋‹ค. Tesseract OCR๋ณด๋‹ค๋Š” ์ž˜ ๋‚˜์˜ค์ง€๋งŒ ์—ฌ์ „ํžˆ ์„ฑ๋Šฅ์ด ๊ตฌ๋ฆฝ๋‹ˆ๋‹ค.์ด์ œ ๋‚จ์€ ๋ฐฉ๋ฒ•์€ Google Cloud Vision API ๋˜๋Š” chat gpt๋ฅผ ์‚ฌ์šฉํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.์ฒ˜์Œ์—” ๋”ฅ๋Ÿฌ๋‹์„..

๐Ÿป ์ด๋ชจํ‹ฐ์ฝ˜ ํŠธ๋ Œ๋“œ ๋ฐ ํ†ต๊ณ„ ๋ถ„์„ (2) - tesseract ocr

ํŒŒ์ด์ฌ Tesseract OCR ๊ธฐ๋Šฅ์„ ํ™œ์šฉํ•ด ๋ฐ์ดํ„ฐ ํ…์ŠคํŠธํ™”import pytesseractimport cv2import osfrom PIL import Image# Tesseract ๊ฒฝ๋กœ ์„ค์ • (Windows ์ „์šฉ)pytesseract.pytesseract.tesseract_cmd = r'C:\Program Files\Tesseract-OCR\tesseract.exe'# ๊ฒฐ๊ณผ๋ฅผ ์ €์žฅํ•  ํ…์ŠคํŠธ ํŒŒ์ผ ์—ด๊ธฐoutput_path = "C:\\Users\\user\\Desktop\\sample\\output.txt"result = open(output_path, "w")# ์ด๋ฏธ์ง€ ํŒŒ์ผ๋“ค์ด ์ €์žฅ๋œ ๊ฒฝ๋กœpath_dir = 'C:\\Users\\user\\Desktop\\sample'file_list = os.li..

๐Ÿป ์ด๋ชจํ‹ฐ์ฝ˜ ํŠธ๋ Œ๋“œ ๋ฐ ํ†ต๊ณ„ ๋ถ„์„ (1) - ๋ฐ์ดํ„ฐ ์ •์˜ ๋ฐ ๋ถ„์„ ๋ฐฉ๋ฒ• ์„ค์ •

๐Ÿป ์ด๋ชจํ‹ฐ์ฝ˜ ํŠธ๋ Œ๋“œ ๋ฐ ํ†ต๊ณ„ ๋ถ„์„ ํ”„๋กœ์ ํŠธโœ…  ์ฃผ์ œ : ์นด์นด์˜ค ์ด๋ชจํ‹ฐ์ฝ˜ ์ƒ์œ„ 200๊ฐœ๋ฅผ ์กฐ์‚ฌํ•˜์—ฌ, ์ธ๊ธฐ ์žˆ๋Š” ์ด๋ชจํ‹ฐ์ฝ˜์˜ ํŠน์ง•์„ ๋ถ„์„ํ•˜๊ธฐโœ…  ๋ฐฐ๊ฒฝ : ์œ ํŠœ๋ธŒ์—์„œ ์šฐ์—ฐ์ฐฎ๊ฒŒ ์นด์นด์˜ค ์ด๋ชจํ‹ฐ์ฝ˜ ์ž‘๊ฐ€๋“ค ๊ด€๋ จํ•œ ์ˆ์ธ  ์˜์ƒ์„ ๋ณด๊ฒŒ ๋˜์—ˆ๊ณ                  ์ธ๊ธฐ ์žˆ๋Š” ์ด๋ชจํ‹ฐ์ฝ˜๋“ค์˜ ํŠน์ง•๊ณผ ์•„์ง ์ถœ์‹œ ๋˜์ง€ ์•Š์€ ์บ๋ฆญํ„ฐ ์„ฑ์žฅ ๊ฐ€๋Šฅ์„ฑ ์˜ˆ์ธกํ•˜๊ณ ์ž ํ•ฉ๋‹ˆ๋‹ค.โœ…  ๊ธฐ๊ฐ„ : 2024.09.26 ~ 2024.10.11 (์•ฝ 2์ฃผ)โœ…  ๊ณผ์ • : ํŒŒ์ด์ฌ์œผ๋กœ ์›น์‚ฌ์ดํŠธ ํฌ๋กค๋ง                 ์ˆœ์œ„ ์บก์ณํ›„ ํŒŒ์ด์ฌ Tesseract OCR ๊ธฐ๋Šฅ์„ ํ™œ์šฉํ•ด ํ…์ŠคํŠธ ํ™”                 ์ž‘๊ฐ€์˜ ์ธ์Šคํƒ€๊ทธ๋žจ,์œ ํŠœ๋ธŒ ๋“ฑ ๊ฐœ์ธ ์ฑ„๋„ ํŒ”๋กœ์šฐ ์ˆซ์ž ์ˆ˜์ž‘์—… ๋ผ๋ฒจ๋ง                 ์ด๋ชจํ‹ฐ์ฝ˜๊ณผ ์ธ๊ธฐ์˜ ์ƒ๊ด€๋ถ„์„, ์›Œ๋“œ ํด๋ผ..