Name Udemy - Optical Character Recognition (OCR) in Python 2022

File Type video

Size 4.42GB

UpdateDate 2024-12-14

hash *****988E3A42F0D0BF909750CFCB55E4FAAE1E

Hot 1

Files 8. Project 1 Searching for specific terms/4. Word cloud.mp4 | 107.25MB 1. Introduction/1. Course content.mp4 | 104.03MB 1. Introduction/1. Course content.srt | 11.99KB 1. Introduction/2. Introduction to OCR.mp4 | 40.38MB 1. Introduction/2. Introduction to OCR.srt | 6.13KB 1. Introduction/3. Course materials.html | 431B 2. OCR with Tesseract/1. Introduction to Tesseract.mp4 | 46.20MB 2. OCR with Tesseract/1. Introduction to Tesseract.srt | 11.02KB 2. OCR with Tesseract/1.1 Source code - Google Colab.html | 146B 2. OCR with Tesseract/2. Preparing the environment.mp4 | 38.83MB 2. OCR with Tesseract/2. Preparing the environment.srt | 7.20KB 2. OCR with Tesseract/3. First text recognition.mp4 | 10.54MB 2. OCR with Tesseract/3. First text recognition.srt | 2.21KB 2. OCR with Tesseract/4. Support for other languages.mp4 | 69.59MB 2. OCR with Tesseract/4. Support for other languages.srt | 9.29KB 2. OCR with Tesseract/5. Page segmentation mode (PSM).mp4 | 79.52MB 2. OCR with Tesseract/5. Page segmentation mode (PSM).srt | 10.03KB 2. OCR with Tesseract/6. Page orientation detection.mp4 | 27.59MB 2. OCR with Tesseract/6. Page orientation detection.srt | 3.99KB 2. OCR with Tesseract/7. Selection of texts 1.mp4 | 63.18MB 2. OCR with Tesseract/7. Selection of texts 1.srt | 8.05KB 2. OCR with Tesseract/8. Selection of texts 2.mp4 | 89.15MB 2. OCR with Tesseract/8. Selection of texts 2.srt | 13.34KB 2. OCR with Tesseract/9. Selection of texts 3.mp4 | 70.05MB 2. OCR with Tesseract/9. Selection of texts 3.srt | 9.52KB 2. OCR with Tesseract/10. Search using regular expressions.mp4 | 75.77MB 2. OCR with Tesseract/10. Search using regular expressions.srt | 10.26KB 2. OCR with Tesseract/11. Detections in natural scenarios.mp4 | 49.14MB 2. OCR with Tesseract/11. Detections in natural scenarios.srt | 5.91KB 3. Techniques for image pre-processing/1. Grayscale.mp4 | 35.24MB 3. Techniques for image pre-processing/1. Grayscale.srt | 7.07KB 3. Techniques for image pre-processing/1.1 Source code - Google Colab.html | 146B 3. Techniques for image pre-processing/2. Thresholding - intuition.mp4 | 50.08MB 3. Techniques for image pre-processing/2. Thresholding - intuition.srt | 10.65KB 3. Techniques for image pre-processing/3. Simple thresholding.mp4 | 39.55MB 3. Techniques for image pre-processing/3. Simple thresholding.srt | 5.55KB 3. Techniques for image pre-processing/4. Thresholding with Otsu method.mp4 | 44.63MB 3. Techniques for image pre-processing/4. Thresholding with Otsu method.srt | 5.64KB 3. Techniques for image pre-processing/5. Adaptive thresholding.mp4 | 42.93MB 3. Techniques for image pre-processing/5. Adaptive thresholding.srt | 5.77KB 3. Techniques for image pre-processing/6. Gaussian adaptive thresholding.mp4 | 38.56MB 3. Techniques for image pre-processing/6. Gaussian adaptive thresholding.srt | 4.62KB 3. Techniques for image pre-processing/7. Color inversion.mp4 | 31.18MB 3. Techniques for image pre-processing/7. Color inversion.srt | 3.94KB 3. Techniques for image pre-processing/8. Resizing - intuition.mp4 | 29.44MB 3. Techniques for image pre-processing/8. Resizing - intuition.srt | 4.62KB 3. Techniques for image pre-processing/9. Resizing - implementation.mp4 | 36.22MB 3. Techniques for image pre-processing/9. Resizing - implementation.srt | 4.86KB 3. Techniques for image pre-processing/10. Morphological operations - intuition.mp4 | 25.34MB 3. Techniques for image pre-processing/10. Morphological operations - intuition.srt | 3.08KB 3. Techniques for image pre-processing/11. Morphological operations - implementation.mp4 | 55.12MB 3. Techniques for image pre-processing/11. Morphological operations - implementation.srt | 10.63KB 3. Techniques for image pre-processing/12. Noise removal - intuition.mp4 | 73.04MB 3. Techniques for image pre-processing/12. Noise removal - intuition.srt | 14.39KB 3. Techniques for image pre-processing/13. Noise removal - implementation.mp4 | 42.11MB 3. Techniques for image pre-processing/13. Noise removal - implementation.srt | 8.01KB 3. Techniques for image pre-processing/14. Text recognition with OCR.mp4 | 23.60MB 3. Techniques for image pre-processing/14. Text recognition with OCR.srt | 3.99KB 3. Techniques for image pre-processing/15. HOMEWORK.html | 367B 3. Techniques for image pre-processing/16. Homework solution.mp4 | 20.81MB 3. Techniques for image pre-processing/16. Homework solution.srt | 4.29KB 4. OCR with EAST for natural scenes/1. EAST - introduction.mp4 | 39.68MB 4. OCR with EAST for natural scenes/1. EAST - introduction.srt | 8.32KB 4. OCR with EAST for natural scenes/1.1 Source code - Google Colab.html | 146B 4. OCR with EAST for natural scenes/2. Pre-processing the image.mp4 | 78.02MB 4. OCR with EAST for natural scenes/2. Pre-processing the image.srt | 11.74KB 4. OCR with EAST for natural scenes/3. Loading the neural network.mp4 | 67.36MB 4. OCR with EAST for natural scenes/3. Loading the neural network.srt | 9.90KB 4. OCR with EAST for natural scenes/4. Decoding the image 1.mp4 | 47.97MB 4. OCR with EAST for natural scenes/4. Decoding the image 1.srt | 6.25KB 4. OCR with EAST for natural scenes/5. Decoding the image 2.mp4 | 89.39MB 4. OCR with EAST for natural scenes/5. Decoding the image 2.srt | 12.97KB 4. OCR with EAST for natural scenes/6. Text recognition.mp4 | 47.52MB 4. OCR with EAST for natural scenes/6. Text recognition.srt | 5.30KB 5. Training a custom OCR/1. Importing the libraries.mp4 | 18.26MB 5. Training a custom OCR/1. Importing the libraries.srt | 4.23KB 5. Training a custom OCR/1.1 Source code - Google Colab.html | 146B 5. Training a custom OCR/2. MNIST 0-9 dataset.mp4 | 59.71MB 5. Training a custom OCR/2. MNIST 0-9 dataset.srt | 9.26KB 5. Training a custom OCR/3. Kaggle A-Z dataset.mp4 | 64.01MB 5. Training a custom OCR/3. Kaggle A-Z dataset.srt | 10.14KB 5. Training a custom OCR/4. Joining the datasets.mp4 | 34.20MB 5. Training a custom OCR/4. Joining the datasets.srt | 4.64KB 5. Training a custom OCR/5. Pre-processing the data.mp4 | 102.74MB 5. Training a custom OCR/5. Pre-processing the data.srt | 15.55KB 5. Training a custom OCR/6. Building the neural network.mp4 | 85.79MB 5. Training a custom OCR/6. Building the neural network.srt | 12.80KB 5. Training a custom OCR/7. Training the neural network.mp4 | 49.90MB 5. Training a custom OCR/7. Training the neural network.srt | 7.09KB 5. Training a custom OCR/8. Evaluating the neural network.mp4 | 72.86MB 5. Training a custom OCR/8. Evaluating the neural network.srt | 10.49KB 5. Training a custom OCR/9. Saving the neural network.mp4 | 15.04MB 5. Training a custom OCR/9. Saving the neural network.srt | 3.13KB 5. Training a custom OCR/10. Testing with images.mp4 | 47.29MB 5. Training a custom OCR/10. Testing with images.srt | 9.44KB 5. Training a custom OCR/11. Preparing the environment.mp4 | 32.90MB 5. Training a custom OCR/11. Preparing the environment.srt | 5.20KB 5. Training a custom OCR/11.1 Source code - Google Colab.html | 146B 5. Training a custom OCR/12. Pre-processing the image.mp4 | 40.26MB 5. Training a custom OCR/12. Pre-processing the image.srt | 7.39KB 5. Training a custom OCR/13. Contour detection.mp4 | 74.05MB 5. Training a custom OCR/13. Contour detection.srt | 12.99KB 5. Training a custom OCR/14. Processing the detections 1.mp4 | 65.83MB 5. Training a custom OCR/14. Processing the detections 1.srt | 11.50KB 5. Training a custom OCR/15. Processing the detections 2.mp4 | 36.08MB 5. Training a custom OCR/15. Processing the detections 2.srt | 6.60KB 5. Training a custom OCR/16. Character recognition.mp4 | 93.55MB 5. Training a custom OCR/16. Character recognition.srt | 11.58KB 5. Training a custom OCR/17. Problems with 0 and O, 1 and l, 5 and S.mp4 | 51.25MB 5. Training a custom OCR/18. Problems with undetected texts.mp4 | 51.34MB 6. Natural scenarios with EasyOCR/1. Preparing the environment.mp4 | 33.29MB 6. Natural scenarios with EasyOCR/1. Preparing the environment.srt | 4.89KB 6. Natural scenarios with EasyOCR/1.1 Source code - Google Colab.html | 146B 6. Natural scenarios with EasyOCR/2. Text recognition.mp4 | 12.35MB 6. Natural scenarios with EasyOCR/2. Text recognition.srt | 1.96KB 6. Natural scenarios with EasyOCR/3. Writing the results on the image.mp4 | 80.36MB 6. Natural scenarios with EasyOCR/3. Writing the results on the image.srt | 11.98KB 6. Natural scenarios with EasyOCR/4. Other languages - French and Chinese.mp4 | 46.44MB 6. Natural scenarios with EasyOCR/4. Other languages - French and Chinese.srt | 5.63KB 6. Natural scenarios with EasyOCR/5. Text recognition (background).mp4 | 59.64MB 6. Natural scenarios with EasyOCR/5. Text recognition (background).srt | 7.28KB 7. OCR in videos/1. Preparing the environment.mp4 | 53.38MB 7. OCR in videos/1. Preparing the environment.srt | 7.68KB 7. OCR in videos/1.1 Source code - Google Colab.html | 146B 7. OCR in videos/2. Video settings.mp4 | 62.20MB 7. OCR in videos/2. Video settings.srt | 9.67KB 7. OCR in videos/3. Processing the video.mp4 | 25.49MB 7. OCR in videos/3. Processing the video.srt | 4.12KB 7. OCR in videos/4. OCR with EAST and Tesseract.mp4 | 94.47MB 7. OCR in videos/4. OCR with EAST and Tesseract.srt | 10.54KB 7. OCR in videos/5. OCR with EasyOCR.mp4 | 38.43MB 7. OCR in videos/5. OCR with EasyOCR.srt | 4.92KB 8. Project 1 Searching for specific terms/1. Preparing the environment.mp4 | 41.58MB 8. Project 1 Searching for specific terms/1. Preparing the environment.srt | 6.31KB 8. Project 1 Searching for specific terms/1.1 Source code - Google Colab.html | 146B 8. Project 1 Searching for specific terms/2. Text recognition.mp4 | 45.70MB 8. Project 1 Searching for specific terms/2. Text recognition.srt | 5.66KB 8. Project 1 Searching for specific terms/3. Searching for texts.mp4 | 30.96MB 8. Project 1 Searching for specific terms/3. Searching for texts.srt | 5.17KB Readme.txt | 134B 8. Project 1 Searching for specific terms/4. Word cloud.srt | 11.36KB 8. Project 1 Searching for specific terms/5. Named entity recognition.mp4 | 19.50MB 8. Project 1 Searching for specific terms/5. Named entity recognition.srt | 3.21KB 8. Project 1 Searching for specific terms/6. Search for texts in images.mp4 | 65.38MB 8. Project 1 Searching for specific terms/6. Search for texts in images.srt | 9.03KB 8. Project 1 Searching for specific terms/7. Saving the results.mp4 | 32.36MB 8. Project 1 Searching for specific terms/7. Saving the results.srt | 4.57KB 9. Project 2 Scanner + OCR/1. Preparing the environment.mp4 | 38.75MB 9. Project 2 Scanner + OCR/1. Preparing the environment.srt | 5.40KB 9. Project 2 Scanner + OCR/1.1 Source code - Google Colab.html | 146B 9. Project 2 Scanner + OCR/2. Contour detection.mp4 | 54.37MB 9. Project 2 Scanner + OCR/2. Contour detection.srt | 8.18KB 9. Project 2 Scanner + OCR/3. Perspective transformation.mp4 | 67.10MB 9. Project 2 Scanner + OCR/3. Perspective transformation.srt | 10.41KB 9. Project 2 Scanner + OCR/4. OCR with Tesseract.mp4 | 29.61MB 9. Project 2 Scanner + OCR/4. OCR with Tesseract.srt | 3.39KB 9. Project 2 Scanner + OCR/5. Improving image quality.mp4 | 48.60MB 9. Project 2 Scanner + OCR/5. Improving image quality.srt | 7.56KB 9. Project 2 Scanner + OCR/6. Putting all together.mp4 | 24.26MB 9. Project 2 Scanner + OCR/6. Putting all together.srt | 2.53KB 10. Project 3 License plate reading/1. Pre-processing the image.mp4 | 57.00MB 10. Project 3 License plate reading/1. Pre-processing the image.srt | 8.51KB 10. Project 3 License plate reading/1.1 Source code - Google Colab.html | 146B 10. Project 3 License plate reading/2. Text recognition.mp4 | 47.89MB 10. Project 3 License plate reading/2. Text recognition.srt | 5.06KB 10. Project 3 License plate reading/3. Improving image quality.mp4 | 15.15MB 10. Project 3 License plate reading/3. Improving image quality.srt | 2.14KB 11. Extra content 1 artificial neural networks/1. Biological fundamentals.mp4 | 57.58MB 11. Extra content 1 artificial neural networks/1. Biological fundamentals.srt | 5.34KB 11. Extra content 1 artificial neural networks/2. Single layer perceptron.mp4 | 54.32MB 11. Extra content 1 artificial neural networks/2. Single layer perceptron.srt | 17.26KB 11. Extra content 1 artificial neural networks/3. Multilayer perceptron – sum and activation functions.mp4 | 45.77MB 11. Extra content 1 artificial neural networks/3. Multilayer perceptron – sum and activation functions.srt | 12.61KB 11. Extra content 1 artificial neural networks/4. Multilayer perceptron – error calculation.mp4 | 16.90MB 11. Extra content 1 artificial neural networks/4. Multilayer perceptron – error calculation.srt | 4.68KB 11. Extra content 1 artificial neural networks/5. Gradient descent.mp4 | 43.07MB 11. Extra content 1 artificial neural networks/5. Gradient descent.srt | 8.82KB 11. Extra content 1 artificial neural networks/6. Delta parameter.mp4 | 27.25MB 11. Extra content 1 artificial neural networks/6. Delta parameter.srt | 7.16KB 11. Extra content 1 artificial neural networks/7. Updating weights with backpropagation.mp4 | 50.81MB 11. Extra content 1 artificial neural networks/7. Updating weights with backpropagation.srt | 12.62KB 11. Extra content 1 artificial neural networks/8. Bias, error, stochastic gradient descent, and more parameters.mp4 | 63.46MB 11. Extra content 1 artificial neural networks/8. Bias, error, stochastic gradient descent, and more parameters.srt | 17.36KB 12. Extra content 2 convolutional neural networks/1. Introduction to convolutional neural networks.mp4 | 51.85MB 12. Extra content 2 convolutional neural networks/1. Introduction to convolutional neural networks.srt | 7.46KB 12. Extra content 2 convolutional neural networks/2. Convolutional operation.mp4 | 37.08MB 12. Extra content 2 convolutional neural networks/2. Convolutional operation.srt | 10.03KB 12. Extra content 2 convolutional neural networks/3. Pooling.mp4 | 23.01MB 12. Extra content 2 convolutional neural networks/3. Pooling.srt | 5.54KB 12. Extra content 2 convolutional neural networks/4. Flattening.mp4 | 57.94MB 12. Extra content 2 convolutional neural networks/4. Flattening.srt | 6.80KB 12. Extra content 2 convolutional neural networks/5. Dense neural network.mp4 | 40.22MB 12. Extra content 2 convolutional neural networks/5. Dense neural network.srt | 5.21KB 13. Final remarks/1. Final remarks.mp4 | 6.77MB 13. Final remarks/1. Final remarks.srt | 1.76KB 13. Final remarks/2. BONUS.html | 2.29KB