https://github.com/amansharma2910/deeplearning-ocr_denoiser

https://github.com/amansharma2910/deeplearning-ocr_denoiser

Last synced: 30 days ago
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• Host: GitHub
• URL: https://github.com/amansharma2910/deeplearning-ocr_denoiser
• Owner: amansharma2910
• Created: 2020-10-11T19:48:57.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2020-11-30T14:12:31.000Z (about 4 years ago)
• Last Synced: 2024-10-24T16:15:55.878Z (3 months ago)
• Language: Jupyter Notebook
• Size: 66.4 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
### ⭐Noise Removal and OCR Using CNNs and Autoencoders











> This project deals with the age old problem in optical character recognition— Dealing w/ noise in the image data that can lead up to misrepresentation and inaccuracies during inference. Here, we implement an AutoEncoder model using TensorFlow and Keras that eliminates noise/distortions within the image data for better OCR operation.