Spaces:
Paused
Paused
Create services.py
Browse files- app/services.py +24 -0
app/services.py
ADDED
|
@@ -0,0 +1,24 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import ddddocr
|
| 2 |
+
from typing import Union, List, Optional
|
| 3 |
+
|
| 4 |
+
class OCRService:
|
| 5 |
+
def __init__(self):
|
| 6 |
+
self.ocr = ddddocr.DdddOcr()
|
| 7 |
+
self.det = ddddocr.DdddOcr(det=True)
|
| 8 |
+
self.slide = ddddocr.DdddOcr(det=False, ocr=False)
|
| 9 |
+
|
| 10 |
+
def ocr_classification(self, image: bytes, probability: bool = False, charsets: Optional[str] = None, png_fix: bool = False) -> Union[str, dict]:
|
| 11 |
+
if charsets:
|
| 12 |
+
self.ocr.set_ranges(charsets)
|
| 13 |
+
result = self.ocr.classification(image, probability=probability, png_fix=png_fix)
|
| 14 |
+
return result
|
| 15 |
+
|
| 16 |
+
def slide_match(self, target: bytes, background: bytes, simple_target: bool = False) -> List[int]:
|
| 17 |
+
result = self.slide.slide_match(target, background, simple_target=simple_target)
|
| 18 |
+
return result
|
| 19 |
+
|
| 20 |
+
def detection(self, image: bytes) -> List[List[int]]:
|
| 21 |
+
bboxes = self.det.detection(image)
|
| 22 |
+
return bboxes
|
| 23 |
+
|
| 24 |
+
ocr_service = OCRService()
|