https://github.com/tristanbilot/mycnn
Convolutional Neural Network implementation from scratch, used on LeNet5 model with mnist dataset.
https://github.com/tristanbilot/mycnn
data-science deep-learning machine-learning neural-networks numpy python
Last synced: 4 months ago
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Convolutional Neural Network implementation from scratch, used on LeNet5 model with mnist dataset.
- Host: GitHub
- URL: https://github.com/tristanbilot/mycnn
- Owner: TristanBilot
- Created: 2021-03-11T08:14:25.000Z (almost 5 years ago)
- Default Branch: master
- Last Pushed: 2021-09-23T09:22:20.000Z (over 4 years ago)
- Last Synced: 2025-09-13T18:14:18.026Z (5 months ago)
- Topics: data-science, deep-learning, machine-learning, neural-networks, numpy, python
- Language: Python
- Homepage:
- Size: 650 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# myCNN
This repo is an implementation of Convolutional Neural Network (CNN) made from scratch using no Deep Learning libraries, only NumPy.
LeNet5 model is also implemented and used for digit images recognition using the mnist dataset.
