tesseract-myanmar
所属分类:模式识别(视觉/语音等)
开发工具:Python
文件大小:17668KB
下载次数:0
上传日期:2020-04-15 17:52:02
上 传 者:
sh-1993
说明: no intro
(Tesseract OCR - Myanmar)
文件列表:
mya.traineddata (25291614, 2020-04-16)
textline_segment (0, 2020-04-16)
textline_segment\__pycache__ (0, 2020-04-16)
textline_segment\__pycache__\img_utils.cpython-37.pyc (2533, 2020-04-16)
textline_segment\__pycache__\line_segment.cpython-37.pyc (3606, 2020-04-16)
textline_segment\__pycache__\ocr.cpython-37.pyc (758, 2020-04-16)
textline_segment\img_utils.py (2574, 2020-04-16)
textline_segment\line_segment.py (4638, 2020-04-16)
textline_segment\main.py (3119, 2020-04-16)
textline_segment\ocr.py (769, 2020-04-16)
textline_segment\sample (0, 2020-04-16)
textline_segment\sample\buddhavan_0014.png (112615, 2020-04-16)
textline_segment\sample\grammar_nsy.tif (406566, 2020-04-16)
textline_segment\sample\tawzin-010.tif (3987810, 2020-04-16)
textline_segment\sample\thusi_abidan.jpg (387411, 2020-04-16)
# Tesseract Myanmar
Myanmar script tesseract OCR out of the box traineddata
- ( ) ( )
- training
- training text zawgyi encoded
error rate
ocr google vision ocr error rate
scan version text version tesseract ocr myanmar script trainneddata layer replacing fine tune error rate
accuracy tesseract OCR text-line finding ( )
tesseract text line segmentation fail opencv + python text line segment script ( line spacing ) ( warp )
opencv-python pytesseract package
noise eval data set evaluate noise error rate
| | font | char error rate | word error rate |
|----|-------------------------|------------|-----------|
| 1 | Myanmar_PaOh | 0.42941127 | 4.3377578 |
| 2 | Myanmar_Ethnic_Sans | 0.46718541 | 4.4345238 |
| 3 | Myanmar_Yein | 0.6053413 | 5.8825121 |
| 4 | Myanmar_Sans_Pro | 0.63756975 | 5.4966313 |
| 5 | Myanmar_UI | 0.63978621 | 5.8351371 |
| 6 | Pyidaungsu | 0.68607731 | 5.***56023 |
| 7 | MUA_Office | 0.70245574 | 6.7455202 |
| 8 | Myanmar_Tagu | 0.70260465 | 7.8238946 |
| 9 | Myanmar_Sabae | 0.72382359 | 4.8816138 |
| 10 | Noto_Sans_Myanmar | 0.73380574 | 5.7155067 |
| 11 | Myanmar_MUA | 0.74944535 | 6.5346529 |
| 12 | Pyidaungsu_Bold | 0.76580684 | 7.2995682 |
| 13 | Myanmar_Pangram | 0.81070258 | 6.2678314 |
| 14 | Myanmar_Grand | 0.81442107 | 6.0077483 |
| 15 | Myanmar_Squarehand | 0.82573218 | 7.8014958 |
| 16 | Myanmar_Sagar | 0.83168089 | 6.2852262 |
| 17 | Padauk_Bold | 0.87910899 | 8.6717926 |
| 18 | Padauk | 0.88295635 | 7.7363192 |
| 19 | Noto_Sans_Myanmar_UI | 0.90406301 | 6.977467 |
| 20 | Myanmar_Sanpya | 0.90629666 | 6.755***71 |
| 21 | KhunPaOh | 0.93467255 | 10.175707 |
| 22 | Hopong | 0.***37311 | 7.7665043 |
| 23 | ThanLwin | 0.***857813 | 7.5042972 |
| 24 | Myanmar_Text | 0.99***8591 | 5.7332251 |
| 25 | Ours-Unicode | 1.053145 | 7.3451244 |
| 26 | Myanmar_Pauklay | 1.0548857 | 7.8954101 |
| 27 | Myanmar_Ekaya | 1.0671492 | 7.4526902 |
| 28 | Cherry_Unicode | 1.0777003 | 7.1956848 |
| 29 | Hsi_Hseng | 1.1190725 | 10.013299 |
| 30 | Myanmar_Square | 1.1897668 | 9.5039683 |
| 31 | Myanmar_Gantgaw | 1.2558542 | 7.70543*** |
| 32 | Myanmar_Chatu | 1.3166145 | 10.894742 |
| 33 | Myanmar_Phiksel_Smooth | 1.3338799 | 12.17939 |
| 34 | Myanmar_Taungthu | 1.3414034 | 10.334584 |
| 35 | Myanmar_Katkuu | 1.4077546 | 10.765435 |
| 36 | Myanmar_BoKaow | 1.4745422 | 10.716612 |
| 37 | Myanmar_Waitzar | 1.4890937 | 12.193301 |
| 38 | Myanmar_Phetsot | 1.5279923 | 12.255201 |
| 39 | Myanmar_four | 1.7663877 | 12.963214 |
| 40 | Myanmar_Nayone | 1.9427612 | 13.551888 |
| 41 | Noto_Sans_Myanmar_Bold | 1.9637489 | 13.091575 |
| 42 | tawzin-018 | 2.0036169 | 5.4761 |
| 43 | alankar | 2.1429148 | 20.204365 |
| 44 | Yunghkio | 2.157214 | 9.1917768 |
| 45 | Myanmar_Chatu_Light | 2.1715123 | 13.758966 |
| 46 | Noto_Serif_Myanmar | 2.2559152 | 13.5206*** |
| 47 | monotype_eval_1 | 2.4217351 | 16.954887 |
| 48 | Myanmar_Sketch | 2.5663688 | 12.084607 |
| 49 | monotype_eval_2 | 2.57996 | 19.210526 |
| 50 | Myanmar_Square_Light | 2.76287 | 16.257971 |
| 51 | Myanmar_Njaun | 2.7668908 | 13.5***779 |
| 52 | Myanmar_Tagaung | 2.9754883 | 19.844419 |
| 53 | Yangon | 3.4***2327 | 45.052338 |
| 54 | buddhavan | 3.8319597 | 27.555556 |
| 55 | YoeYar-One | 3.8710353 | 27.79239 |
| 56 | Myanmar_Text_Bold | 4.0489174 | 10.442834 |
| 57 | Myanmar_Taunggyi | 4.1705694 | 28.81169 |
| 58 | Myanmar_Khway | 4.6355567 | 24.030112 |
| 69 | salin_eval | 4.***1***42 | 26.211735 |
| 60 | maeu_eval | 5.920616 | 26.83***27 |
| 61 | Myanmar_Handwriting | 18.287787 | 46.761013 |
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