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Udemy - Automatic Scanned Document Data Extraction OCR NER in Python

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Udemy - Automatic Scanned Document Data Extraction OCR NER in Python
Language: English
Category: Other
Size: 1.1 GB
Added: June 1, 2023, 8:47 p.m.
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Files:
  1. Get Bonus Downloads Here.url 176 bytes
  2. ~Get Your Files Here !/1. Introduction/1. Project Introduction & Plan.mp4 11.7 MB
  3. ~Get Your Files Here !/1. Introduction/1. Project Introduction & Plan.srt 4.2 KB
  4. ~Get Your Files Here !/2. Project Setup/1. Install Python.mp4 16.9 MB
  5. ~Get Your Files Here !/2. Project Setup/1. Install Python.srt 2.8 KB
  6. ~Get Your Files Here !/2. Project Setup/2. Install Virtual Environment.mp4 7.9 MB
  7. ~Get Your Files Here !/2. Project Setup/2. Install Virtual Environment.srt 2.7 KB
  8. ~Get Your Files Here !/2. Project Setup/3. Install Packages into Virtual Environment.mp4 7.3 MB
  9. ~Get Your Files Here !/2. Project Setup/3. Install Packages into Virtual Environment.srt 1.8 KB
  10. ~Get Your Files Here !/2. Project Setup/4. Install Tesseract OCR & Pytesseract.mp4 40.7 MB
  11. ~Get Your Files Here !/2. Project Setup/4. Install Tesseract OCR & Pytesseract.srt 6.3 KB
  12. ~Get Your Files Here !/2. Project Setup/5. Install spaCy.mp4 28.0 MB
  13. ~Get Your Files Here !/2. Project Setup/5. Install spaCy.srt 3.1 KB
  14. ~Get Your Files Here !/2. Project Setup/6. Test, the packages are installed.mp4 9.1 MB
  15. ~Get Your Files Here !/2. Project Setup/6. Test, the packages are installed.srt 3.8 KB
  16. ~Get Your Files Here !/3. Data Preprocessing/1. Load Business Card using OpenCV & PIL.mp4 32.1 MB
  17. ~Get Your Files Here !/3. Data Preprocessing/1. Load Business Card using OpenCV & PIL.srt 7.9 KB
  18. ~Get Your Files Here !/3. Data Preprocessing/10. Labeling.mp4 42.7 MB
  19. ~Get Your Files Here !/3. Data Preprocessing/10. Labeling.srt 8.2 KB
  20. ~Get Your Files Here !/3. Data Preprocessing/2. Pytesseract Extract text from Image.mp4 17.4 MB
  21. ~Get Your Files Here !/3. Data Preprocessing/2. Pytesseract Extract text from Image.srt 4.1 KB
  22. ~Get Your Files Here !/3. Data Preprocessing/3. Pytesseract Tesseract Error.mp4 12.8 MB
  23. ~Get Your Files Here !/3. Data Preprocessing/3. Pytesseract Tesseract Error.srt 1.7 KB
  24. ~Get Your Files Here !/3. Data Preprocessing/4. Pytesseract How it will Work .mp4 65.0 MB
  25. ~Get Your Files Here !/3. Data Preprocessing/4. Pytesseract How it will Work .srt 10.4 KB
  26. ~Get Your Files Here !/3. Data Preprocessing/5. Pytesseract Image to text to dataframe.mp4 14.8 MB
  27. ~Get Your Files Here !/3. Data Preprocessing/5. Pytesseract Image to text to dataframe.srt 4.6 KB
  28. ~Get Your Files Here !/3. Data Preprocessing/6. Pytesseract Clean Text in Dataframe.mp4 27.2 MB
  29. ~Get Your Files Here !/3. Data Preprocessing/6. Pytesseract Clean Text in Dataframe.srt 5.1 KB
  30. ~Get Your Files Here !/3. Data Preprocessing/7. Pytesseract Draw Bounding Box around each word.mp4 72.4 MB
  31. ~Get Your Files Here !/3. Data Preprocessing/7. Pytesseract Draw Bounding Box around each word.srt 13.1 KB
  32. ~Get Your Files Here !/3. Data Preprocessing/8. Extract Text and Data from all Business Card.mp4 80.8 MB
  33. ~Get Your Files Here !/3. Data Preprocessing/8. Extract Text and Data from all Business Card.srt 15.1 KB
  34. ~Get Your Files Here !/3. Data Preprocessing/9. Save data in csv.mp4 9.5 MB
  35. ~Get Your Files Here !/3. Data Preprocessing/9. Save data in csv.srt 2.0 KB
  36. ~Get Your Files Here !/4. Training Named Entity Model (NER)/1. Spacy Training Data Format.mp4 10.7 MB
  37. ~Get Your Files Here !/4. Training Named Entity Model (NER)/1. Spacy Training Data Format.srt 2.0 KB
  38. ~Get Your Files Here !/4. Training Named Entity Model (NER)/10. Spacy Train NER pipeline model.mp4 5.6 MB
  39. ~Get Your Files Here !/4. Training Named Entity Model (NER)/10. Spacy Train NER pipeline model.srt 2.1 KB
  40. ~Get Your Files Here !/4. Training Named Entity Model (NER)/11. Spacy Save NER Model.mp4 4.4 MB
  41. ~Get Your Files Here !/4. Training Named Entity Model (NER)/11. Spacy Save NER Model.srt 1.3 KB
  42. ~Get Your Files Here !/4. Training Named Entity Model (NER)/2. Load Data and convert into Pandas DataFrame.mp4 36.0 MB
  43. ~Get Your Files Here !/4. Training Named Entity Model (NER)/2. Load Data and convert into Pandas DataFrame.srt 7.4 KB
  44. ~Get Your Files Here !/4. Training Named Entity Model (NER)/3. Cleaning Text.mp4 35.1 MB
  45. ~Get Your Files Here !/4. Training Named Entity Model (NER)/3. Cleaning Text.srt 9.7 KB
  46. ~Get Your Files Here !/4. Training Named Entity Model (NER)/4. Convert Data into spacy format.mp4 33.9 MB
  47. ~Get Your Files Here !/4. Training Named Entity Model (NER)/4. Convert Data into spacy format.srt 7.4 KB
  48. ~Get Your Files Here !/4. Training Named Entity Model (NER)/5. Testing Entities.mp4 8.9 MB
  49. ~Get Your Files Here !/4. Training Named Entity Model (NER)/5. Testing Entities.srt 2.0 KB
  50. ~Get Your Files Here !/4. Training Named Entity Model (NER)/6. Convert data into spacy format for all Business card text.mp4 20.2 MB
  51. ~Get Your Files Here !/4. Training Named Entity Model (NER)/6. Convert data into spacy format for all Business card text.srt 3.2 KB
  52. ~Get Your Files Here !/4. Training Named Entity Model (NER)/7. Splitting Data into Training and Testing Set.mp4 13.8 MB
  53. ~Get Your Files Here !/4. Training Named Entity Model (NER)/7. Splitting Data into Training and Testing Set.srt 3.6 KB
  54. ~Get Your Files Here !/4. Training Named Entity Model (NER)/8. Spacy Fill the Configuration.mp4 59.5 MB
  55. ~Get Your Files Here !/4. Training Named Entity Model (NER)/8. Spacy Fill the Configuration.srt 9.2 KB
  56. ~Get Your Files Here !/4. Training Named Entity Model (NER)/9. Spacy Prepare Data.mp4 48.1 MB
  57. ~Get Your Files Here !/4. Training Named Entity Model (NER)/9. Spacy Prepare Data.srt 10.8 KB
  58. ~Get Your Files Here !/5. Predictions/1. Import Required Libraries.mp4 8.5 MB
  59. ~Get Your Files Here !/5. Predictions/1. Import Required Libraries.srt 2.4 KB
  60. ~Get Your Files Here !/5. Predictions/10. Join token dataframe with Pytesseract data.mp4 64.1 MB
  61. ~Get Your Files Here !/5. Predictions/10. Join token dataframe with Pytesseract data.srt 12.8 KB
  62. ~Get Your Files Here !/5. Predictions/11. Bounding Box and Tagging Predicted Entities.mp4 51.4 MB
  63. ~Get Your Files Here !/5. Predictions/11. Bounding Box and Tagging Predicted Entities.srt 8.9 KB
  64. ~Get Your Files Here !/5. Predictions/12. Combine the BIO information.mp4 44.3 MB
  65. ~Get Your Files Here !/5. Predictions/12. Combine the BIO information.srt 7.9 KB
  66. ~Get Your Files Here !/5. Predictions/13. Bounding Box.mp4 68.6 MB
  67. ~Get Your Files Here !/5. Predictions/13. Bounding Box.srt 13.2 KB
  68. ~Get Your Files Here !/5. Predictions/2. Clean Text Function.mp4 5.9 MB
  69. ~Get Your Files Here !/5. Predictions/2. Clean Text Function.srt 1.4 KB
  70. ~Get Your Files Here !/5. Predictions/3. Load Spacy NER Model.mp4 10.7 MB
  71. ~Get Your Files Here !/5. Predictions/3. Load Spacy NER Model.srt 2.3 KB
  72. ~Get Your Files Here !/5. Predictions/4. Extract Text from Image and Convert into Data Frame.mp4 36.8 MB
  73. ~Get Your Files Here !/5. Predictions/4. Extract Text from Image and Convert into Data Frame.srt 5.5 KB
  74. ~Get Your Files Here !/5. Predictions/5. Convert Data Frame into Content.mp4 14.9 MB
  75. ~Get Your Files Here !/5. Predictions/5. Convert Data Frame into Content.srt 2.5 KB
  76. ~Get Your Files Here !/5. Predictions/6. Get Named Entities from model.mp4 24.1 MB
  77. ~Get Your Files Here !/5. Predictions/6. Get Named Entities from model.srt 3.2 KB
  78. ~Get Your Files Here !/5. Predictions/7. Displacy render.mp4 7.1 MB
  79. ~Get Your Files Here !/5. Predictions/7. Displacy render.srt 1.0 KB
  80. ~Get Your Files Here !/5. Predictions/8. Tagging Each Word.mp4 39.3 MB
  81. ~Get Your Files Here !/5. Predictions/8. Tagging Each Word.srt 6.6 KB
  82. ~Get Your Files Here !/5. Predictions/9. Join Label to tokens dataframe.mp4 24.2 MB
  83. ~Get Your Files Here !/5. Predictions/9. Join Label to tokens dataframe.srt 4.6 KB
  84. ~Get Your Files Here !/Bonus Resources.txt 357 bytes

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