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Course content
- Introduction
- Project Setup
- Data Preparation
- Data Preprocessing and Cleaning
- Train Named Entity Recognition (NER) model
- Predictions
- Improve Model Performance
- Document Scanner
- Document Scanner Web App
- Appendix
- BONUS
Course content
- Introduction
- OCR with Tesseract
- Techniques for image pre-processing
- OCR with EAST for natural scenes
- Training a custom OCR
- Natural scenarios with EasyOCR
- OCR in videos
- Project 1: Searching for specific terms
- Project 2: Scanner + OCR
- Project 3: License plate reading
- Extra content 1: artificial neural networks
- Extra content 2: convolutional neural networks
- Final remarks
