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의존성일치 및 완성

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9700X_PC 2025-07-04 21:17:53 +09:00
parent 390b90901e
commit 3be6c6ee9b
18 changed files with 741 additions and 150 deletions
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ITServer.log
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@ -304,3 +304,441 @@ RuntimeError: 이미지 저장 중 오류 발생: The truth value of an array wi
[2025-07-04 02:20:54,459] [MainThread] [INFO] [image_processor2.py:process_single_image:114] 텍스트 렌더링 완료
[2025-07-04 02:20:54,469] [MainThread] [INFO] [postImageManager.py:save_image_to_path:38] 이미지 저장 완료 : D:\py\IT_Server\temp_images\translated_multi_img_7.png
[2025-07-04 02:20:54,506] [MainThread] [INFO] [image_processor2.py:process_single_image:118] 이미지 7 번역 완료: D:\py\IT_Server\temp_images\translated_multi_img_7.png
[2025-07-04 18:18:17,681] [MainThread] [ERROR] [ocr_module.py:initialize_ocr:43] ❌ PaddleOCR 초기화 실패: No module named 'paddleocr'
Traceback (most recent call last):
File "D:\py\IT_Server\modules\ocr_module.py", line 31, in initialize_ocr
from paddleocr import PaddleOCR
ModuleNotFoundError: No module named 'paddleocr'
[2025-07-04 18:18:17,703] [MainThread] [INFO] [image_processor2.py:cleanup:50] 임시 폴더 삭제됨: D:\py\IT_Server\temp_images
[2025-07-04 18:19:41,931] [MainThread] [ERROR] [ocr_module.py:initialize_ocr:43] ❌ PaddleOCR 초기화 실패: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
Traceback (most recent call last):
File "D:\py\IT_Server\modules\ocr_module.py", line 31, in initialize_ocr
from paddleocr import PaddleOCR
File "D:\py\IT_Server\Lib\site-packages\paddleocr\__init__.py", line 14, in <module>
from .paddleocr import (
File "D:\py\IT_Server\Lib\site-packages\paddleocr\paddleocr.py", line 64, in <module>
from tools.infer import predict_system
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_system.py", line 33, in <module>
import tools.infer.predict_det as predict_det
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_det.py", line 31, in <module>
from ppocr.data import create_operators, transform
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\__init__.py", line 35, in <module>
from ppocr.data.imaug import transform, create_operators
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\__init__.py", line 19, in <module>
from .iaa_augment import IaaAugment
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\iaa_augment.py", line 24, in <module>
import albumentations as A
File "D:\py\IT_Server\Lib\site-packages\albumentations\__init__.py", line 24, in <module>
from .pytorch import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\__init__.py", line 1, in <module>
from .transforms import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\transforms.py", line 15, in <module>
import torch
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 270, in <module>
_load_dll_libraries()
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 253, in _load_dll_libraries
raise err
OSError: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
[2025-07-04 18:19:42,000] [MainThread] [INFO] [image_processor2.py:cleanup:50] 임시 폴더 삭제됨: D:\py\IT_Server\temp_images
[2025-07-04 19:32:19,168] [MainThread] [ERROR] [ocr_module.py:initialize_ocr:43] ❌ PaddleOCR 초기화 실패: Unknown argument: use_gpu
Traceback (most recent call last):
File "D:\py\IT_Server\modules\ocr_module.py", line 33, in initialize_ocr
ocr = PaddleOCR(
^^^^^^^^^^
File "D:\py\IT_Server\Lib\site-packages\paddleocr\_pipelines\ocr.py", line 161, in __init__
super().__init__(**base_params)
File "D:\py\IT_Server\Lib\site-packages\paddleocr\_pipelines\base.py", line 62, in __init__
self._common_args = parse_common_args(
^^^^^^^^^^^^^^^^^^
File "D:\py\IT_Server\Lib\site-packages\paddleocr\_common_args.py", line 43, in parse_common_args
raise ValueError(f"Unknown argument: {name}")
ValueError: Unknown argument: use_gpu
[2025-07-04 19:32:19,245] [MainThread] [INFO] [image_processor2.py:cleanup:50] 임시 폴더 삭제됨: D:\py\IT_Server\temp_images
[2025-07-04 19:33:10,399] [MainThread] [ERROR] [ocr_module.py:initialize_ocr:43] ❌ PaddleOCR 초기화 실패: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
Traceback (most recent call last):
File "D:\py\IT_Server\modules\ocr_module.py", line 31, in initialize_ocr
from paddleocr import PaddleOCR
File "D:\py\IT_Server\Lib\site-packages\paddleocr\__init__.py", line 14, in <module>
from .paddleocr import (
File "D:\py\IT_Server\Lib\site-packages\paddleocr\paddleocr.py", line 64, in <module>
from tools.infer import predict_system
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_system.py", line 33, in <module>
import tools.infer.predict_det as predict_det
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_det.py", line 31, in <module>
from ppocr.data import create_operators, transform
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\__init__.py", line 35, in <module>
from ppocr.data.imaug import transform, create_operators
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\__init__.py", line 19, in <module>
from .iaa_augment import IaaAugment
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\iaa_augment.py", line 24, in <module>
import albumentations as A
File "D:\py\IT_Server\Lib\site-packages\albumentations\__init__.py", line 24, in <module>
from .pytorch import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\__init__.py", line 1, in <module>
from .transforms import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\transforms.py", line 15, in <module>
import torch
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 270, in <module>
_load_dll_libraries()
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 253, in _load_dll_libraries
raise err
OSError: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
[2025-07-04 19:33:10,483] [MainThread] [INFO] [image_processor2.py:cleanup:50] 임시 폴더 삭제됨: D:\py\IT_Server\temp_images
[2025-07-04 19:39:14,900] [MainThread] [INFO] [mask_module.py:__init__:12] 마스크 모듈 초기화 완료
[2025-07-04 19:39:14,901] [MainThread] [DEBUG] [postImageManager.py:font_load:22] 폰트 로드 성공: D:\py\IT_Server\modules\fonts\HakgyoansimDunggeunmisoTTFB.ttf
[2025-07-04 19:39:14,967] [MainThread] [INFO] [image_processor2.py:cleanup:50] 임시 폴더 삭제됨: D:\py\IT_Server\temp_images
[2025-07-04 19:43:45,223] [MainThread] [INFO] [mask_module.py:__init__:12] 마스크 모듈 초기화 완료
[2025-07-04 19:43:45,224] [MainThread] [DEBUG] [postImageManager.py:font_load:22] 폰트 로드 성공: D:\py\IT_Server\modules\fonts\HakgyoansimDunggeunmisoTTFB.ttf
[2025-07-04 19:48:18,222] [MainThread] [INFO] [image_processor2.py:cleanup:50] 임시 폴더 삭제됨: D:\py\IT_Server\temp_images
[2025-07-04 20:04:18,065] [MainThread] [INFO] [mask_module.py:__init__:12] 마스크 모듈 초기화 완료
[2025-07-04 20:04:18,065] [MainThread] [DEBUG] [postImageManager.py:font_load:22] 폰트 로드 성공: D:\py\IT_Server\modules\fonts\HakgyoansimDunggeunmisoTTFB.ttf
[2025-07-04 20:04:18,066] [MainThread] [INFO] [iop_Manager.py:_start_instances:73] IOPaint 인스턴스 1 개 시작
[2025-07-04 20:04:18,066] [MainThread] [INFO] [iop_Manager.py:_start_instances:78] [7026] 인스턴스 실행 명령: D:\py\IT_Server\modules\iop\iop.exe start --model=migan --device=cpu --port 7026 --model-dir D:\py\IT_Server\modules\iop\models
[2025-07-04 20:04:18,132] [MainThread] [INFO] [image_processor2.py:cleanup:53] 임시 폴더 삭제됨: D:\py\IT_Server\temp_images
[2025-07-04 20:15:10,769] [MainThread] [ERROR] [ocr_module.py:initialize_ocr:43] ❌ PaddleOCR 초기화 실패: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
Traceback (most recent call last):
File "D:\py\IT_Server\modules\ocr_module.py", line 31, in initialize_ocr
from paddleocr import PaddleOCR
File "D:\py\IT_Server\Lib\site-packages\paddleocr\__init__.py", line 14, in <module>
from .paddleocr import (
File "D:\py\IT_Server\Lib\site-packages\paddleocr\paddleocr.py", line 64, in <module>
from tools.infer import predict_system
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_system.py", line 33, in <module>
import tools.infer.predict_det as predict_det
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_det.py", line 31, in <module>
from ppocr.data import create_operators, transform
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\__init__.py", line 35, in <module>
from ppocr.data.imaug import transform, create_operators
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\__init__.py", line 19, in <module>
from .iaa_augment import IaaAugment
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\iaa_augment.py", line 24, in <module>
import albumentations as A
File "D:\py\IT_Server\Lib\site-packages\albumentations\__init__.py", line 24, in <module>
from .pytorch import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\__init__.py", line 1, in <module>
from .transforms import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\transforms.py", line 15, in <module>
import torch
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 270, in <module>
_load_dll_libraries()
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 253, in _load_dll_libraries
raise err
OSError: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
[2025-07-04 20:15:10,849] [MainThread] [INFO] [image_processor2.py:cleanup:53] 임시 폴더 삭제됨: D:\py\IT_Server\temp_images
[2025-07-04 20:16:11,790] [MainThread] [ERROR] [ocr_module.py:initialize_ocr:43] ❌ PaddleOCR 초기화 실패: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
Traceback (most recent call last):
File "D:\py\IT_Server\modules\ocr_module.py", line 31, in initialize_ocr
from paddleocr import PaddleOCR
File "D:\py\IT_Server\Lib\site-packages\paddleocr\__init__.py", line 14, in <module>
from .paddleocr import (
File "D:\py\IT_Server\Lib\site-packages\paddleocr\paddleocr.py", line 64, in <module>
from tools.infer import predict_system
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_system.py", line 33, in <module>
import tools.infer.predict_det as predict_det
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_det.py", line 31, in <module>
from ppocr.data import create_operators, transform
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\__init__.py", line 35, in <module>
from ppocr.data.imaug import transform, create_operators
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\__init__.py", line 19, in <module>
from .iaa_augment import IaaAugment
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\iaa_augment.py", line 24, in <module>
import albumentations as A
File "D:\py\IT_Server\Lib\site-packages\albumentations\__init__.py", line 24, in <module>
from .pytorch import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\__init__.py", line 1, in <module>
from .transforms import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\transforms.py", line 15, in <module>
import torch
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 270, in <module>
_load_dll_libraries()
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 253, in _load_dll_libraries
raise err
OSError: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
[2025-07-04 20:16:11,876] [MainThread] [INFO] [image_processor2.py:cleanup:53] 임시 폴더 삭제됨: D:\py\IT_Server\temp_images
[2025-07-04 20:18:27,628] [MainThread] [ERROR] [ocr_module.py:initialize_ocr:43] ❌ PaddleOCR 초기화 실패: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
Traceback (most recent call last):
File "D:\py\IT_Server\modules\ocr_module.py", line 31, in initialize_ocr
from paddleocr import PaddleOCR
File "D:\py\IT_Server\Lib\site-packages\paddleocr\__init__.py", line 14, in <module>
from .paddleocr import (
File "D:\py\IT_Server\Lib\site-packages\paddleocr\paddleocr.py", line 64, in <module>
from tools.infer import predict_system
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_system.py", line 33, in <module>
import tools.infer.predict_det as predict_det
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_det.py", line 31, in <module>
from ppocr.data import create_operators, transform
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\__init__.py", line 35, in <module>
from ppocr.data.imaug import transform, create_operators
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\__init__.py", line 19, in <module>
from .iaa_augment import IaaAugment
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\iaa_augment.py", line 24, in <module>
import albumentations as A
File "D:\py\IT_Server\Lib\site-packages\albumentations\__init__.py", line 24, in <module>
from .pytorch import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\__init__.py", line 1, in <module>
from .transforms import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\transforms.py", line 15, in <module>
import torch
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 270, in <module>
_load_dll_libraries()
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 253, in _load_dll_libraries
raise err
OSError: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
[2025-07-04 20:18:27,697] [MainThread] [INFO] [image_processor2.py:cleanup:53] 임시 폴더 삭제됨: D:\py\IT_Server\temp_images
[2025-07-04 20:18:35,762] [MainThread] [ERROR] [ocr_module.py:initialize_ocr:43] ❌ PaddleOCR 초기화 실패: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
Traceback (most recent call last):
File "D:\py\IT_Server\modules\ocr_module.py", line 31, in initialize_ocr
from paddleocr import PaddleOCR
File "D:\py\IT_Server\Lib\site-packages\paddleocr\__init__.py", line 14, in <module>
from .paddleocr import (
File "D:\py\IT_Server\Lib\site-packages\paddleocr\paddleocr.py", line 64, in <module>
from tools.infer import predict_system
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_system.py", line 33, in <module>
import tools.infer.predict_det as predict_det
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_det.py", line 31, in <module>
from ppocr.data import create_operators, transform
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\__init__.py", line 35, in <module>
from ppocr.data.imaug import transform, create_operators
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\__init__.py", line 19, in <module>
from .iaa_augment import IaaAugment
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\iaa_augment.py", line 24, in <module>
import albumentations as A
File "D:\py\IT_Server\Lib\site-packages\albumentations\__init__.py", line 24, in <module>
from .pytorch import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\__init__.py", line 1, in <module>
from .transforms import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\transforms.py", line 15, in <module>
import torch
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 270, in <module>
_load_dll_libraries()
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 253, in _load_dll_libraries
raise err
OSError: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
[2025-07-04 20:18:35,834] [MainThread] [INFO] [image_processor2.py:cleanup:53] 임시 폴더 삭제됨: D:\py\IT_Server\temp_images
[2025-07-04 20:19:00,214] [MainThread] [ERROR] [ocr_module.py:initialize_ocr:43] ❌ PaddleOCR 초기화 실패: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
Traceback (most recent call last):
File "D:\py\IT_Server\modules\ocr_module.py", line 31, in initialize_ocr
from paddleocr import PaddleOCR
File "D:\py\IT_Server\Lib\site-packages\paddleocr\__init__.py", line 14, in <module>
from .paddleocr import (
File "D:\py\IT_Server\Lib\site-packages\paddleocr\paddleocr.py", line 64, in <module>
from tools.infer import predict_system
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_system.py", line 33, in <module>
import tools.infer.predict_det as predict_det
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_det.py", line 31, in <module>
from ppocr.data import create_operators, transform
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\__init__.py", line 35, in <module>
from ppocr.data.imaug import transform, create_operators
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\__init__.py", line 19, in <module>
from .iaa_augment import IaaAugment
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\iaa_augment.py", line 24, in <module>
import albumentations as A
File "D:\py\IT_Server\Lib\site-packages\albumentations\__init__.py", line 24, in <module>
from .pytorch import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\__init__.py", line 1, in <module>
from .transforms import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\transforms.py", line 15, in <module>
import torch
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 270, in <module>
_load_dll_libraries()
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 253, in _load_dll_libraries
raise err
OSError: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
[2025-07-04 20:19:00,293] [MainThread] [INFO] [image_processor2.py:cleanup:53] 임시 폴더 삭제됨: D:\py\IT_Server\temp_images
[2025-07-04 20:27:04,149] [MainThread] [ERROR] [ocr_module.py:initialize_ocr:43] ❌ PaddleOCR 초기화 실패: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
Traceback (most recent call last):
File "D:\py\IT_Server\modules\ocr_module.py", line 31, in initialize_ocr
from paddleocr import PaddleOCR
File "D:\py\IT_Server\Lib\site-packages\paddleocr\__init__.py", line 14, in <module>
from .paddleocr import (
File "D:\py\IT_Server\Lib\site-packages\paddleocr\paddleocr.py", line 64, in <module>
from tools.infer import predict_system
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_system.py", line 33, in <module>
import tools.infer.predict_det as predict_det
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_det.py", line 31, in <module>
from ppocr.data import create_operators, transform
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\__init__.py", line 35, in <module>
from ppocr.data.imaug import transform, create_operators
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\__init__.py", line 19, in <module>
from .iaa_augment import IaaAugment
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\iaa_augment.py", line 24, in <module>
import albumentations as A
File "D:\py\IT_Server\Lib\site-packages\albumentations\__init__.py", line 24, in <module>
from .pytorch import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\__init__.py", line 1, in <module>
from .transforms import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\transforms.py", line 15, in <module>
import torch
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 270, in <module>
_load_dll_libraries()
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 253, in _load_dll_libraries
raise err
OSError: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
[2025-07-04 20:27:04,231] [MainThread] [INFO] [image_processor2.py:cleanup:53] 임시 폴더 삭제됨: D:\py\IT_Server\temp_images
[2025-07-04 20:30:08,995] [MainThread] [ERROR] [ocr_module.py:initialize_ocr:43] ❌ PaddleOCR 초기화 실패: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
Traceback (most recent call last):
File "D:\py\IT_Server\modules\ocr_module.py", line 31, in initialize_ocr
from paddleocr import PaddleOCR
File "D:\py\IT_Server\Lib\site-packages\paddleocr\__init__.py", line 14, in <module>
from .paddleocr import (
File "D:\py\IT_Server\Lib\site-packages\paddleocr\paddleocr.py", line 64, in <module>
from tools.infer import predict_system
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_system.py", line 33, in <module>
import tools.infer.predict_det as predict_det
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_det.py", line 31, in <module>
from ppocr.data import create_operators, transform
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\__init__.py", line 35, in <module>
from ppocr.data.imaug import transform, create_operators
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\__init__.py", line 19, in <module>
from .iaa_augment import IaaAugment
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\iaa_augment.py", line 24, in <module>
import albumentations as A
File "D:\py\IT_Server\Lib\site-packages\albumentations\__init__.py", line 24, in <module>
from .pytorch import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\__init__.py", line 1, in <module>
from .transforms import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\transforms.py", line 15, in <module>
import torch
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 270, in <module>
_load_dll_libraries()
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 253, in _load_dll_libraries
raise err
OSError: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
[2025-07-04 20:30:09,065] [MainThread] [INFO] [image_processor2.py:cleanup:53] 임시 폴더 삭제됨: D:\py\IT_Server\temp_images
[2025-07-04 20:31:30,942] [MainThread] [ERROR] [ocr_module.py:initialize_ocr:43] ❌ PaddleOCR 초기화 실패: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
Traceback (most recent call last):
File "D:\py\IT_Server\modules\ocr_module.py", line 31, in initialize_ocr
from paddleocr import PaddleOCR
File "D:\py\IT_Server\Lib\site-packages\paddleocr\__init__.py", line 14, in <module>
from .paddleocr import (
File "D:\py\IT_Server\Lib\site-packages\paddleocr\paddleocr.py", line 64, in <module>
from tools.infer import predict_system
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_system.py", line 33, in <module>
import tools.infer.predict_det as predict_det
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_det.py", line 31, in <module>
from ppocr.data import create_operators, transform
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\__init__.py", line 35, in <module>
from ppocr.data.imaug import transform, create_operators
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\__init__.py", line 19, in <module>
from .iaa_augment import IaaAugment
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\iaa_augment.py", line 24, in <module>
import albumentations as A
File "D:\py\IT_Server\Lib\site-packages\albumentations\__init__.py", line 24, in <module>
from .pytorch import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\__init__.py", line 1, in <module>
from .transforms import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\transforms.py", line 15, in <module>
import torch
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 270, in <module>
_load_dll_libraries()
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 253, in _load_dll_libraries
raise err
OSError: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
[2025-07-04 20:31:31,022] [MainThread] [INFO] [image_processor2.py:cleanup:53] 임시 폴더 삭제됨: D:\py\IT_Server\temp_images
[2025-07-04 20:32:33,354] [MainThread] [ERROR] [ocr_module.py:initialize_ocr:43] ❌ PaddleOCR 초기화 실패: No module named 'paddle'
Traceback (most recent call last):
File "D:\py\IT_Server\modules\ocr_module.py", line 31, in initialize_ocr
from paddleocr import PaddleOCR
File "D:\py\IT_Server\Lib\site-packages\paddleocr\__init__.py", line 14, in <module>
from .paddleocr import (
File "D:\py\IT_Server\Lib\site-packages\paddleocr\paddleocr.py", line 21, in <module>
from paddle.utils import try_import
ModuleNotFoundError: No module named 'paddle'
[2025-07-04 20:32:33,378] [MainThread] [INFO] [image_processor2.py:cleanup:53] 임시 폴더 삭제됨: D:\py\IT_Server\temp_images
[2025-07-04 20:33:10,059] [MainThread] [ERROR] [ocr_module.py:initialize_ocr:43] ❌ PaddleOCR 초기화 실패: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
Traceback (most recent call last):
File "D:\py\IT_Server\modules\ocr_module.py", line 31, in initialize_ocr
from paddleocr import PaddleOCR
File "D:\py\IT_Server\Lib\site-packages\paddleocr\__init__.py", line 14, in <module>
from .paddleocr import (
File "D:\py\IT_Server\Lib\site-packages\paddleocr\paddleocr.py", line 64, in <module>
from tools.infer import predict_system
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_system.py", line 33, in <module>
import tools.infer.predict_det as predict_det
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_det.py", line 31, in <module>
from ppocr.data import create_operators, transform
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\__init__.py", line 35, in <module>
from ppocr.data.imaug import transform, create_operators
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\__init__.py", line 19, in <module>
from .iaa_augment import IaaAugment
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\iaa_augment.py", line 24, in <module>
import albumentations as A
File "D:\py\IT_Server\Lib\site-packages\albumentations\__init__.py", line 24, in <module>
from .pytorch import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\__init__.py", line 1, in <module>
from .transforms import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\transforms.py", line 15, in <module>
import torch
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 270, in <module>
_load_dll_libraries()
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 253, in _load_dll_libraries
raise err
OSError: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
[2025-07-04 20:33:10,148] [MainThread] [INFO] [image_processor2.py:cleanup:53] 임시 폴더 삭제됨: D:\py\IT_Server\temp_images
[2025-07-04 20:37:38,096] [MainThread] [ERROR] [ocr_module.py:initialize_ocr:43] ❌ PaddleOCR 초기화 실패: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
Traceback (most recent call last):
File "D:\py\IT_Server\modules\ocr_module.py", line 31, in initialize_ocr
from paddleocr import PaddleOCR
File "D:\py\IT_Server\Lib\site-packages\paddleocr\__init__.py", line 14, in <module>
from .paddleocr import (
File "D:\py\IT_Server\Lib\site-packages\paddleocr\paddleocr.py", line 64, in <module>
from tools.infer import predict_system
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_system.py", line 33, in <module>
import tools.infer.predict_det as predict_det
File "D:\py\IT_Server\Lib\site-packages\paddleocr\tools\infer\predict_det.py", line 31, in <module>
from ppocr.data import create_operators, transform
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\__init__.py", line 35, in <module>
from ppocr.data.imaug import transform, create_operators
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\__init__.py", line 19, in <module>
from .iaa_augment import IaaAugment
File "D:\py\IT_Server\Lib\site-packages\paddleocr\ppocr\data\imaug\iaa_augment.py", line 24, in <module>
import albumentations as A
File "D:\py\IT_Server\Lib\site-packages\albumentations\__init__.py", line 24, in <module>
from .pytorch import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\__init__.py", line 1, in <module>
from .transforms import *
File "D:\py\IT_Server\Lib\site-packages\albumentations\pytorch\transforms.py", line 15, in <module>
import torch
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 270, in <module>
_load_dll_libraries()
File "D:\py\IT_Server\Lib\site-packages\torch\__init__.py", line 253, in _load_dll_libraries
raise err
OSError: [WinError 127] 지정된 프로시저를 찾을 수 없습니다. Error loading "D:\py\IT_Server\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
[2025-07-04 20:37:38,184] [MainThread] [INFO] [image_processor2.py:cleanup:53] 임시 폴더 삭제됨: D:\py\IT_Server\temp_images
[2025-07-04 21:14:22,646] [MainThread] [INFO] [mask_module.py:__init__:12] 마스크 모듈 초기화 완료
[2025-07-04 21:14:22,647] [MainThread] [DEBUG] [postImageManager.py:font_load:22] 폰트 로드 성공: D:\py\IT_Server\modules\fonts\HakgyoansimDunggeunmisoTTFB.ttf
[2025-07-04 21:14:22,917] [MainThread] [INFO] [image_processor2.py:cleanup:53] 임시 폴더 삭제됨: D:\py\IT_Server\temp_images
[2025-07-04 21:15:59,637] [MainThread] [INFO] [mask_module.py:__init__:12] 마스크 모듈 초기화 완료
[2025-07-04 21:15:59,638] [MainThread] [DEBUG] [postImageManager.py:font_load:22] 폰트 로드 성공: D:\py\IT_Server\modules\fonts\HakgyoansimDunggeunmisoTTFB.ttf
[2025-07-04 21:15:59,638] [MainThread] [INFO] [iop_server.py:start:31] [IOPaint] 실행 환경 파이썬: D:\py\IT_Server\scripts\python.exe
[2025-07-04 21:15:59,638] [MainThread] [INFO] [iop_server.py:start:32] [IOPaint] 실행 명령: D:\py\IT_Server\scripts\python.exe -m iopaint start --model=migan --device=cpu --port 7024 --model-dir D:\py\IT_Server\iop\models
[2025-07-04 21:15:59,639] [MainThread] [INFO] [iop_server.py:start:33] [IOPaint] 모델 디렉토리: D:\py\IT_Server\iop\models
[2025-07-04 21:16:00,355] [MainThread] [WARNING] [iop_server.py:start:41] [IOPaint] iopaint 모듈이 현재 환경에 설치되어 있지 않습니다!
[2025-07-04 21:16:00,358] [MainThread] [INFO] [iop_server.py:start:47] [IOPaint] 서버 준비 확인 시작 (최대 30초 대기)
[2025-07-04 21:16:06,898] [MainThread] [INFO] [iop_server.py:start:68] [IOPaint] 서버가 포트 7024에서 준비됨.
[2025-07-04 21:17:17,178] [MainThread] [INFO] [ocr_module.py:detect_text:75] 🔍 OCR 감지 방식: polygon
[2025-07-04 21:17:17,599] [MainThread] [INFO] [ocr_module.py:detect_text:81] ocr_raw_results: [[[[[57.0, 44.0], [708.0, 44.0], [708.0, 122.0], [57.0, 122.0]], ('高质量水晶相纸', 0.9983320236206055)], [[[76.0, 195.0], [373.0, 195.0], [373.0, 225.0], [76.0, 225.0]], ('适合各种喷墨打印机', 0.993870735168457)], [[[74.0, 263.0], [348.0, 263.0], [348.0, 294.0], [74.0, 294.0]], ('色彩艳丽还原度高', 0.9967601895332336)], [[[401.0, 260.0], [464.0, 260.0], [464.0, 277.0], [401.0, 277.0]], ('Colors', 0.9959213137626648)], [[[529.0, 259.0], [718.0, 259.0], [718.0, 283.0], [529.0, 283.0]], ('高质量水晶相纸', 0.9965673089027405)], [[[397.0, 273.0], [514.0, 271.0], [514.0, 292.0], [397.0, 294.0]], ('Beautiful彩丽', 0.8809203505516052)], [[[72.0, 324.0], [346.0, 324.0], [346.0, 355.0], [72.0, 355.0]], ('打印快干多种规格', 0.9959524273872375)], [[[428.0, 382.0], [441.0, 382.0], [441.0, 389.0], [428.0, 389.0]], ('12', 0.768598198890686)], [[[452.0, 576.0], [499.0, 576.0], [499.0, 613.0], [452.0, 613.0]], ('4R', 0.9986311793327332)], [[[428.0, 599.0], [442.0, 599.0], [442.0, 614.0], [428.0, 614.0]], ('20', 0.964126706123352)], [[[428.0, 619.0], [448.0, 619.0], [448.0, 636.0], [428.0, 636.0]], ('100', 0.9982807636260986)], [[[412.0, 640.0], [449.0, 640.0], [449.0, 654.0], [412.0, 654.0]], ('SHEETS', 0.9623520970344543)], [[[463.0, 633.0], [495.0, 633.0], [495.0, 653.0], [463.0, 653.0]], ('230', 0.9994370937347412)], [[[459.0, 654.0], [495.0, 654.0], [495.0, 672.0], [459.0, 672.0]], ('g/m"', 0.7422822713851929)]]]
[2025-07-04 21:17:17,600] [MainThread] [INFO] [ocr_module.py:detect_text:83] line: [[[[57.0, 44.0], [708.0, 44.0], [708.0, 122.0], [57.0, 122.0]], ('高质量水晶相纸', 0.9983320236206055)], [[[76.0, 195.0], [373.0, 195.0], [373.0, 225.0], [76.0, 225.0]], ('适合各种喷墨打印机', 0.993870735168457)], [[[74.0, 263.0], [348.0, 263.0], [348.0, 294.0], [74.0, 294.0]], ('色彩艳丽还原度高', 0.9967601895332336)], [[[401.0, 260.0], [464.0, 260.0], [464.0, 277.0], [401.0, 277.0]], ('Colors', 0.9959213137626648)], [[[529.0, 259.0], [718.0, 259.0], [718.0, 283.0], [529.0, 283.0]], ('高质量水晶相纸', 0.9965673089027405)], [[[397.0, 273.0], [514.0, 271.0], [514.0, 292.0], [397.0, 294.0]], ('Beautiful彩丽', 0.8809203505516052)], [[[72.0, 324.0], [346.0, 324.0], [346.0, 355.0], [72.0, 355.0]], ('打印快干多种规格', 0.9959524273872375)], [[[428.0, 382.0], [441.0, 382.0], [441.0, 389.0], [428.0, 389.0]], ('12', 0.768598198890686)], [[[452.0, 576.0], [499.0, 576.0], [499.0, 613.0], [452.0, 613.0]], ('4R', 0.9986311793327332)], [[[428.0, 599.0], [442.0, 599.0], [442.0, 614.0], [428.0, 614.0]], ('20', 0.964126706123352)], [[[428.0, 619.0], [448.0, 619.0], [448.0, 636.0], [428.0, 636.0]], ('100', 0.9982807636260986)], [[[412.0, 640.0], [449.0, 640.0], [449.0, 654.0], [412.0, 654.0]], ('SHEETS', 0.9623520970344543)], [[[463.0, 633.0], [495.0, 633.0], [495.0, 653.0], [463.0, 653.0]], ('230', 0.9994370937347412)], [[[459.0, 654.0], [495.0, 654.0], [495.0, 672.0], [459.0, 672.0]], ('g/m"', 0.7422822713851929)]]
[2025-07-04 21:17:17,601] [MainThread] [INFO] [ocr_module.py:filter_chinese_text:137] 중국어 텍스트 6개 필터링 완료
[2025-07-04 21:17:22,501] [MainThread] [INFO] [image_processor2.py:process_translated_texts:234] 최종 치환 결과: ['고품질 크리스탈 사진지', '모든 잉크젯 프린터에 적합', '색상이 선명하고 재현도가 높음', '색상', '고품질 크리스탈 사진지', '아름다운 화려함', '빠른 건조, 다양한 규격', '12', '4R', '20', '100', '장', '230', 'g/m²']
[2025-07-04 21:17:22,502] [MainThread] [INFO] [image_processor2.py:process_single_image:102] 이미지 1 치환됨
[2025-07-04 21:17:22,508] [MainThread] [INFO] [image_processor2.py:process_single_image:108] 마스크 생성 완료
[2025-07-04 21:17:31,648] [MainThread] [INFO] [image_processor2.py:process_single_image:112] 인페인팅 완료
[2025-07-04 21:17:31,714] [MainThread] [INFO] [image_processor2.py:process_single_image:117] 텍스트 렌더링 완료
[2025-07-04 21:17:31,725] [MainThread] [INFO] [postImageManager.py:save_image_to_path:38] 이미지 저장 완료 : D:\py\IT_Server\temp_images\translated_test_img_1.png
[2025-07-04 21:17:31,806] [MainThread] [INFO] [image_processor2.py:process_single_image:121] 이미지 1 번역 완료: D:\py\IT_Server\temp_images\translated_test_img_1.png

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main.py
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@ -3,6 +3,7 @@ from modules.image_translate_server import run_server
from modules.image_processor2 import ImageProcessor
from modules.loggerModule import Logger1
from modules.gpt_client import GPTClient
from modules.iop_server import IOPaint_Server
import sys, os
@ -22,6 +23,11 @@ def get_base_dir():
debug_dir = os.path.join(base_dir) # lib 디렉토리 포함
return debug_dir
def run_iop_server(logger, base_dir):
iop_server = IOPaint_Server(logger=logger, base_dir=base_dir)
iop_port = iop_server.start()
return iop_port
def main():
parser = argparse.ArgumentParser(description="이미지 번역 FastAPI 서버 실행")
parser.add_argument('--workers', type=int, default=2, help='최대 동시 워커 수 (2~8)')
@ -37,8 +43,12 @@ def main():
image_processor = ImageProcessor(logger, gpt_client, base_dir, font_path)
iop_port = run_iop_server(logger, base_dir)
image_processor.update_iop_port(iop_port)
port = run_server(image_processor, max_workers)
print(f"서버가 127.0.0.1:{port} 에서 실행 중입니다.")
print(f"이미지번역서버가 127.0.0.1:{port} 에서 실행 중입니다.")
if __name__ == "__main__":
main()

9
modules/image_processor2.py
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@ -24,8 +24,8 @@ class ImageProcessor:
self.base_dir = base_dir
self.gpt_client = gpt_client
# OCR 관련
self.inpaint_sv_port = 8080
# 인페인트 포트
self.inpaint_sv_port = None
self.font_path = font_path
self.TEMP_IMAGE_DIR = os.path.join(self.base_dir, "temp_images")
@ -40,6 +40,9 @@ class ImageProcessor:
"""소멸자에서 리소스 정리"""
self.cleanup()
def update_iop_port(self, port):
self.inpaint_sv_port = port
def cleanup(self):
"""리소스 정리"""
try:
@ -179,7 +182,7 @@ class ImageProcessor:
else:
mask_np = mask
api_url = f"http://localhost:{self.inpaint_sv_port}/api/v1/inpaint"
api_url = f"http://127.0.0.1:{self.inpaint_sv_port}/api/v1/inpaint"
_, img_encoded = cv2.imencode('.png', image_np)
_, mask_encoded = cv2.imencode('.png', mask_np)
img_b64 = base64.b64encode(img_encoded).decode('utf-8')

2
modules/image_translate_server.py
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@ -9,7 +9,7 @@ from concurrent.futures import ThreadPoolExecutor
from modules.image_processor2 import ImageProcessor
# 포트 범위 설정
PORT_RANGE = (7000, 7000)
PORT_RANGE = (7000, 7010)
# 사용 가능한 포트 찾기
def find_free_port():

1
modules/iop/models/huggingface/hub/version.txt Normal file
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@ -0,0 +1 @@
1

1
modules/iop/models/huggingface/hub/version_diffusers_cache.txt Normal file
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@ -0,0 +1 @@
1

BIN
modules/iop/models/torch/hub/checkpoints/migan_traced.pt Normal file
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19
modules/iop_Manager.py
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@ -26,14 +26,15 @@ class IOPaintManager:
def is_alive(self):
return self.process.poll() is None
def __init__(self, logger, num_instances=1, port_range=(8099, 8199), base_dir=None, wait_ready=30, model_dir=None):
def __init__(self, logger, base_dir, num_instances=1, port_range=(7020, 7030), wait_ready=30, model_dir=None):
self.logger = logger
self.base_dir = base_dir
self.iop_port = None
self.instances = []
self.port_range = port_range
self.lock = threading.Lock()
self.base_dir = base_dir or os.getcwd()
self.model_dir = model_dir or os.path.join(self.base_dir, 'iop', 'models')
self.exe_path = os.path.join(self.base_dir, 'iop', 'iop.exe')
self.model_dir = model_dir or os.path.join(self.base_dir, 'modules', 'iop', 'models')
self.exe_path = os.path.join(self.base_dir, 'modules', 'iop', 'iop.exe')
self._start_instances(num_instances, wait_ready)
def _get_random_port(self):
@ -72,14 +73,17 @@ class IOPaintManager:
self.logger.log(f"IOPaint 인스턴스 {num} 개 시작", level=logging.INFO)
for _ in range(num):
port = self._get_random_port()
cmd = [self.exe_path, 'start', '--model=lama', '--device=cpu', '--port', str(port), '--model-dir', self.model_dir]
self.iop_port = port
cmd = [self.exe_path, 'start', '--model=migan', '--device=cpu', '--port', str(port), '--model-dir', self.model_dir]
self.logger.log(f"[{port}] 인스턴스 실행 명령: {' '.join(cmd)}", level=logging.INFO)
proc = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
instance = self.ServerInstance(port, proc)
self.instances.append(instance)
start_wait = 8
time.sleep(start_wait)
self.logger.log(f"[{port}] 인스턴스 실행 명시대기: {start_wait}초", level=logging.INFO)
time.sleep(start_wait)
if self.wait_for_server_ready(port, timeout=wait_ready):
self.logger.log(f"IOPaint 인스턴스 {instance.port} 준비됨", level=logging.INFO)
else:
@ -191,9 +195,8 @@ class IOPaintManager:
return instance
# if __name__ == '__main__':
# manager = IOPaintManager(num_instances=1)
# # result = manager.inpaint(image, mask) # 자동으로 idle 인스턴스에 요청
# result = manager.inpaint(image, mask) # 자동으로 idle 인스턴스에 요청
# print(manager.get_instance_info())
# manager.shutdown_all()

91
modules/iop_server.py Normal file
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@ -0,0 +1,91 @@
import subprocess
import logging
import socket
import random
import time
import os
import sys
class IOPaint_Server:
def __init__(self, logger, base_dir):
self.logger = logger
self.base_dir = base_dir
def find_free_port(self, port_range=(7020, 7030)):
"""포트 범위 내에서 사용 가능한 포트 반환"""
for _ in range(20):
port = random.randint(*port_range)
with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
try:
s.bind(("0.0.0.0", port))
return port
except OSError:
continue
raise RuntimeError("사용 가능한 포트를 찾을 수 없습니다.")
def start(self, wait_ready=30):
"""iopaint 서버를 실행하고, 정상 실행시 포트 반환"""
port = self.find_free_port()
model_dir = os.path.join(self.base_dir, 'iop', 'models')
cmd = [sys.executable, '-m', 'iopaint', 'start', '--model=migan', '--device=cpu', '--port', str(port), '--model-dir', model_dir]
self.logger.log(f"[IOPaint] 실행 환경 파이썬: {sys.executable}", level=logging.INFO)
self.logger.log(f"[IOPaint] 실행 명령: {' '.join(cmd)}", level=logging.INFO)
self.logger.log(f"[IOPaint] 모델 디렉토리: {model_dir}", level=logging.INFO)
# pip list로 iopaint 설치여부 확인
try:
pip_list = subprocess.check_output([sys.executable, '-m', 'pip', 'list'], text=True)
found = any('iopaint' in line for line in pip_list.splitlines())
if found:
self.logger.log("[IOPaint] iopaint 모듈이 현재 환경에 설치되어 있습니다.", level=logging.INFO)
else:
self.logger.log("[IOPaint] iopaint 모듈이 현재 환경에 설치되어 있지 않습니다!", level=logging.WARNING)
except Exception as e:
self.logger.log(f"[IOPaint] pip list 실행 실패: {e}", level=logging.ERROR, exc_info=True)
# subprocess를 실시간 출력으로 실행
proc = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True, bufsize=1)
self.logger.log(f"[IOPaint] 서버 준비 확인 시작 (최대 {wait_ready}초 대기)", level=logging.INFO)
url = f"http://localhost:{port}/api/v1/server-config"
start_time = time.time()
stdout_lines = []
stderr_lines = []
import threading
def read_stream(stream, lines, stream_name):
for line in iter(stream.readline, ''):
lines.append(line)
print(f"[{stream_name}] {line}", end='')
stream.close()
t_out = threading.Thread(target=read_stream, args=(proc.stdout, stdout_lines, 'STDOUT'))
t_err = threading.Thread(target=read_stream, args=(proc.stderr, stderr_lines, 'STDERR'))
t_out.start()
t_err.start()
ready = False
while time.time() - start_time < wait_ready:
try:
import requests
r = requests.get(url, timeout=2)
if r.status_code == 200:
self.logger.log(f"[IOPaint] 서버가 포트 {port}에서 준비됨.")
ready = True
break
except Exception as e:
time.sleep(0.5)
t_out.join(timeout=2)
t_err.join(timeout=2)
if ready:
return port
# 실패 시 로그 및 예외
self.logger.log(f"[IOPaint] 서버 실행 실패.\nstdout:\n{''.join(stdout_lines)}\nstderr:\n{''.join(stderr_lines)}", level=logging.ERROR, exc_info=True)
print("[IOPaint] 서버 실행 실패. 전체 STDOUT:")
print(''.join(stdout_lines))
print("[IOPaint] 서버 실행 실패. 전체 STDERR:")
print(''.join(stderr_lines))
raise RuntimeError(f"IOPaint 서버가 {wait_ready}초 내에 준비되지 않았습니다.")
# if __name__ == "__main__":
# logging.basicConfig(level=logging.INFO)
# logger = logging.getLogger(__name__)
# base_dir = os.path.dirname(os.path.abspath(__file__))
# iop = IOPaint(logger, base_dir)
# iop.start()

131
modules/local_image_server.py
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@ -1,131 +0,0 @@
import os
import socket
import threading
from http.server import HTTPServer, SimpleHTTPRequestHandler
import logging
class LocalImageServer:
"""로컬 이미지 파일을 웹에서 접근 가능하도록 하는 HTTP 서버"""
def __init__(self, logger, image_dir, port=8000):
self.logger = logger
self.image_dir = os.path.abspath(image_dir) # 절대 경로로 변환
self.original_cwd = os.getcwd() # 원래 작업 디렉토리 저장
self.port = self.find_available_port(port)
self.server = None
self.server_thread = None
def find_available_port(self, start_port=8000, max_port=8100):
"""사용 가능한 포트를 찾습니다"""
for port in range(start_port, max_port + 1):
try:
with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
s.bind(('localhost', port))
return port
except OSError:
continue
raise RuntimeError(f"포트 {start_port}-{max_port} 범위에서 사용 가능한 포트를 찾을 수 없습니다.")
def start_server(self):
"""HTTP 서버를 시작합니다"""
if self.server_thread and self.server_thread.is_alive():
self.logger.log(f"로컬 이미지 서버가 이미 포트 {self.port}에서 실행 중입니다.", level=logging.DEBUG)
return
# 이미지 디렉토리 존재 확인
if not os.path.exists(self.image_dir):
try:
os.makedirs(self.image_dir, exist_ok=True)
self.logger.log(f"이미지 디렉토리 생성: {self.image_dir}", level=logging.INFO)
except Exception as e:
self.logger.log(f"이미지 디렉토리 생성 실패: {e}", level=logging.ERROR)
raise
try:
# 작업 디렉토리 변경 없이 CustomHandler에서 직접 경로 처리
class CustomHandler(SimpleHTTPRequestHandler):
def __init__(self, *args, image_directory=None, **kwargs):
self.image_directory = image_directory
super().__init__(*args, **kwargs)
def translate_path(self, path):
"""요청 경로를 이미지 디렉토리 내의 실제 파일 경로로 변환"""
# 기본 translate_path 호출하여 상대 경로 얻기
path = super().translate_path(path)
# 현재 작업 디렉토리 대신 이미지 디렉토리 사용
rel_path = os.path.relpath(path, os.getcwd())
return os.path.join(self.image_directory, rel_path)
def log_message(self, format, *args):
# 로그 출력을 비활성화 (너무 많은 로그 방지)
pass
def end_headers(self):
# CORS 헤더 추가
self.send_header('Access-Control-Allow-Origin', '*')
self.send_header('Access-Control-Allow-Methods', 'GET, POST, OPTIONS')
self.send_header('Access-Control-Allow-Headers', 'Content-Type')
super().end_headers()
# 핸들러에 이미지 디렉토리 전달
def handler_factory(*args, **kwargs):
return CustomHandler(*args, image_directory=self.image_dir, **kwargs)
self.server = HTTPServer(('localhost', self.port), handler_factory)
self.server_thread = threading.Thread(target=self.server.serve_forever, daemon=True)
self.server_thread.start()
self.logger.log(f"로컬 이미지 서버가 포트 {self.port}에서 시작되었습니다. (디렉토리: {self.image_dir})", level=logging.INFO)
except Exception as e:
self.logger.log(f"로컬 웹서버 시작 실패: {e}", level=logging.ERROR)
# 실패 시 상태 정리
self.server = None
self.server_thread = None
raise
def stop_server(self):
"""HTTP 서버를 중지합니다"""
if self.server:
try:
self.server.shutdown()
self.server.server_close()
if self.server_thread and self.server_thread.is_alive():
self.server_thread.join(timeout=5)
self.logger.log("로컬 이미지 서버가 중지되었습니다.", level=logging.INFO)
except Exception as e:
self.logger.log(f"로컬 웹서버 중지 중 오류 발생: {e}", level=logging.ERROR)
finally:
self.server = None
self.server_thread = None
def restart_server(self):
"""서버를 재시작합니다"""
self.logger.log("로컬 이미지 서버 재시작 중...", level=logging.INFO)
self.stop_server()
# 새로운 포트 찾기
self.port = self.find_available_port(self.port)
self.start_server()
def get_base_url(self):
"""서버의 기본 URL을 반환합니다"""
return f"http://localhost:{self.port}"
def is_running(self):
"""서버가 실행 중인지 확인합니다"""
return self.server is not None and self.server_thread and self.server_thread.is_alive()
def get_file_url(self, filename):
"""특정 파일의 URL을 반환합니다"""
if not self.is_running():
self.logger.log("서버가 실행되지 않았습니다.", level=logging.WARNING)
return None
return f"{self.get_base_url()}/{filename}"
def __del__(self):
"""소멸자에서 서버 정리"""
try:
self.stop_server()
except:
pass

64
modules/ocr_module_mmocr.py Normal file
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@ -0,0 +1,64 @@
import os
import cv2
import numpy as np
import logging
from typing import List, Dict, Any
from mmocr.apis import TextDetInferencer, TextRecogInferencer
class OCRModule:
def __init__(self, det_config: str, det_checkpoint: str,
rec_config: str, rec_checkpoint: str,
logger=None):
self.logger = logger or logging.getLogger(__name__)
os.environ['CUDA_VISIBLE_DEVICES'] = ''
# MMOCR detection 및 recognition inferencer 초기화
self.det_infer = TextDetInferencer(model=dict(config=det_config, ckpt=det_checkpoint), device='cpu')
self.rec_infer = TextRecogInferencer(model=dict(config=rec_config, ckpt=rec_checkpoint), device='cpu')
self.logger.info("✅ MMOCR detection 및 recognition 모델 초기화 완료")
def detect_text(self, image_path: str, method: str = 'polygon') -> List[Dict[str, Any]]:
if not os.path.exists(image_path):
self.logger.error(f"이미지 파일을 찾을 수 없습니다: {image_path}")
return []
img = cv2.imread(image_path)
if img is None:
self.logger.error(f"이미지를 읽을 수 없습니다: {image_path}")
return []
self.logger.info(f"❇️ OCR 감지(method={method}) 시작")
# 1) 텍스트 영역 감지
det_res = self.det_infer(image_path)
polys = det_res[0]['boundary_result']
self.logger.info(f"👉 감지된 텍스트 영역 수: {len(polys)}")
# 2) 영역 crop 후 recognition
crops = [self._crop_poly(img, poly) for poly in polys]
rec_res = self.rec_infer(crops)
self.logger.info("📖 텍스트 인식 완료")
ocr_results = []
for poly, rec in zip(polys, rec_res):
text, score = rec
x, y, w, h = cv2.boundingRect(np.array(poly, dtype=np.int32))
ocr_results.append({
'text': text,
'confidence': float(score),
'polygon': poly,
'bbox': (int(x), int(y), int(w), int(h)),
'method': method
})
return ocr_results
def filter_chinese_text(self, ocr_results: List[Dict]) -> List[Dict]:
chinese = [r for r in ocr_results if any('\u4e00' <= c <= '\u9fff' for c in r['text'])]
self.logger.info(f"중국어 텍스트 {len(chinese)}개 필터링 완료")
return chinese
def _crop_poly(self, img: np.ndarray, poly: List[List[int]]) -> np.ndarray:
mask = np.zeros(img.shape[:2], dtype=np.uint8)
cv2.fillPoly(mask, [np.array(poly, dtype=np.int32)], 255)
x, y, w, h = cv2.boundingRect(np.array(poly, dtype=np.int32))
return cv2.bitwise_and(img[y:y+h, x:x+w], img[y:y+h, x:x+w], mask=mask[y:y+h, x:x+w])

7
modules/test_translate_api.py
View File

@ -1,13 +1,14 @@
import requests
import json
API_URL = "http://127.0.0.1:7000/translate_image"
# API_URL = "http://192.168.0.150:7000/translate_image"
API_URL = "http://127.0.0.1:7002/translate_image"
payload = {
"local_image_path": "d:/py/IT_Server/modules/img/6.jpg",
"local_image_path": "d:/py/IT_Server/modules/img/1.jpg",
"file_prefix": "test",
"toggle_states": {"ocr": True},
"unwanted_texts": {"크리스탈": "크리미"},
"unwanted_texts": {"크리스탈": "크리미", "미니멀": "확화곽"},
"watermark_text": "테스트 워터마크",
"watermark_opacity": 0.5,
"watermark_font_size": 32

102
modules/test_translate_api_base64.py Normal file
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@ -0,0 +1,102 @@
import requests
import json
import base64
import os
import time
API_URL = "http://192.168.0.150:7000/translate_image"
# API_URL = "http://127.0.0.1:7000/translate_image"
# 이미지 파일을 base64로 변환하는 함수
def image_to_base64(image_path):
"""이미지 파일을 base64 문자열로 변환"""
if not os.path.exists(image_path):
raise FileNotFoundError(f"이미지 파일을 찾을 수 없습니다: {image_path}")
with open(image_path, "rb") as image_file:
encoded_string = base64.b64encode(image_file.read()).decode('utf-8')
return encoded_string
# base64 데이터를 이미지 파일로 저장하는 함수
def base64_to_image(base64_data, output_path):
"""base64 문자열을 이미지 파일로 저장"""
try:
image_data = base64.b64decode(base64_data)
with open(output_path, "wb") as image_file:
image_file.write(image_data)
return True
except Exception as e:
print(f"이미지 저장 중 오류: {e}")
return False
# 이미지 파일 경로
image_path = "d:/py/IT_Server/modules/img/6.jpg"
print("=== 이미지 번역 API 테스트 시작 ===")
start_total_time = time.time()
# 이미지를 base64로 변환
print("\n1. 이미지 base64 변환 중...")
start_encode_time = time.time()
try:
image_base64 = image_to_base64(image_path)
encode_time = time.time() - start_encode_time
print(f" ✓ 이미지 파일 '{image_path}' 를 base64로 변환 완료")
print(f" ✓ Base64 길이: {len(image_base64):,} 문자")
print(f" ✓ 인코딩 시간: {encode_time:.3f}초")
except FileNotFoundError as e:
print(f" ✗ 오류: {e}")
exit(1)
payload = {
"image_data": image_base64, # 필드명을 image_data로 수정
"file_prefix": "test",
"toggle_states": {"ocr": True},
"unwanted_texts": {"크리스탈": "크리미"},
"watermark_text": "테스트 워터마크",
"watermark_opacity": 0.5,
"watermark_font_size": 32
}
headers = {"Content-Type": "application/json"}
print(f"\n2. API 요청 전송 중... (URL: {API_URL})")
start_api_time = time.time()
response = requests.post(API_URL, data=json.dumps(payload), headers=headers)
api_time = time.time() - start_api_time
total_time = time.time() - start_total_time
print(f"\n=== 처리 결과 ===")
print(f"상태 코드: {response.status_code}")
print(f"API 처리 시간: {api_time:.3f}초")
print(f"전체 처리 시간: {total_time:.3f}초")
try:
response_data = response.json()
print(f"\n응답 내용:")
print(json.dumps(response_data, indent=2, ensure_ascii=False))
# 성공적으로 처리된 경우 추가 정보 출력
if response.status_code == 200:
print(f"\n=== 성능 요약 ===")
print(f"• Base64 인코딩: {encode_time:.3f}초")
print(f"• API 서버 처리: {api_time:.3f}초")
print(f"• 전체 소요 시간: {total_time:.3f}초")
if api_time > 10:
print("⚠️ API 처리 시간이 10초를 초과했습니다.")
elif api_time > 5:
print("⚠️ API 처리 시간이 5초를 초과했습니다.")
else:
print("✓ 처리 시간이 양호합니다.")
# 결과 이미지를 파일로 저장
output_path = "d:/py/IT_Server/modules/translated_result.png"
if base64_to_image(response_data["result"], output_path):
print(f"처리된 이미지가 저장되었습니다: {output_path}")
else:
print("이미지 저장에 실패했습니다.")
except json.JSONDecodeError:
print(f"\nJSON 응답이 아닙니다:")
print(response.text)

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requirements.txt
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@ -1,3 +1,5 @@
# torch==2.2.2+cpu --index-url https://download.pytorch.org/whl/cpu
# torchvision==0.17.2+cpu --index-url https://download.pytorch.org/whl/cpu
fastapi
uvicorn
pydantic
@ -7,3 +9,7 @@ numpy
requests
pillow
openai
shapely
paddleocr==2.10.0
paddlepaddle==2.6.2
iopaint==1.6.0