https://github.com/ansh2709/dl-project
Project basically predicts the digit from(0-9) after training on a particular dataset using CNN
https://github.com/ansh2709/dl-project
cnn-classification confusion-matrix deep-learning keras-tensorflow matplotlib-pyplot pyton supervised-learning
Last synced: 7 months ago
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Project basically predicts the digit from(0-9) after training on a particular dataset using CNN
- Host: GitHub
- URL: https://github.com/ansh2709/dl-project
- Owner: Ansh2709
- Created: 2025-01-11T13:05:46.000Z (10 months ago)
- Default Branch: main
- Last Pushed: 2025-01-11T13:29:13.000Z (10 months ago)
- Last Synced: 2025-02-01T14:33:27.350Z (9 months ago)
- Topics: cnn-classification, confusion-matrix, deep-learning, keras-tensorflow, matplotlib-pyplot, pyton, supervised-learning
- Language: Jupyter Notebook
- Homepage:
- Size: 554 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
Used CNN layers used TensorFlow keras library
Sequential->convolutional->pooling(avg pooling)->flatten for feed forward
Used 'adam' as optimizer and sparse categorical cross entropy as loss function for back propagation
Evaluated using accuracy and compare the plots using the matplotlib library of python between train and test set