https://github.com/jhaayush2004/digigenius
Handwritten Digits Classification model
https://github.com/jhaayush2004/digigenius
Last synced: 2 months ago
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Handwritten Digits Classification model
- Host: GitHub
- URL: https://github.com/jhaayush2004/digigenius
- Owner: jhaayush2004
- Created: 2024-03-24T05:18:22.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2024-03-24T05:24:18.000Z (about 1 year ago)
- Last Synced: 2025-04-12T02:12:22.547Z (2 months ago)
- Language: Jupyter Notebook
- Homepage:
- Size: 85 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
✍️ Dive into the fascinating world of handwritten digits classification using neural networks!
🖋️ Achieving an impressive accuracy of 98.87%, this project demonstrates the power of machine learning in recognizing handwritten characters with exceptional precision.
🎉 Leveraging the renowned Keras dataset, a robust model was meticulously crafted, featuring hidden neural layers that effectively captured the intricate nuances of handwritten digits.
🧠 Through the application of optimization techniques, the model's accuracy was further enhanced, pushing the boundaries of performance to new heights.
🚀 Finally, the model was rigorously evaluated on a test dataset, validating its efficacy in real-world scenarios.
📊 This project serves as a testament to the remarkable capabilities of neural networks in pattern recognition tasks, opening doors to a myriad of applications in image processing and beyond. 💡