https://github.com/niteshctrl/english-digit-recognizer

Convolutional Neural Network implentation from scratch using Keras | | Achieved validation accuracy of 99.4% within 10K trainable parameters with the help of Learning Rate Scheduler | | Data Augmentation using Keras ImageDataGenerator
https://github.com/niteshctrl/english-digit-recognizer

Last synced: 20 days ago
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Convolutional Neural Network implentation from scratch using Keras | | Achieved validation accuracy of 99.4% within 10K trainable parameters with the help of Learning Rate Scheduler | | Data Augmentation using Keras ImageDataGenerator

• Host: GitHub
• URL: https://github.com/niteshctrl/english-digit-recognizer
• Owner: niteshctrl
• Created: 2021-03-05T13:24:37.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2021-03-05T13:25:58.000Z (over 5 years ago)
• Last Synced: 2023-12-09T21:26:16.089Z (over 2 years ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 176 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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# mnist-under-10k-parameters

KERAS implementation to achieve 99.4% test accuracy with under 10K parameters