https://github.com/anh-duy-tran/cifar10-classification
Several method of machine learning and pattern recognition to classify different images from the CIFAR-10 database like 1-NN, Bayesian, and neural network classifier
https://github.com/anh-duy-tran/cifar10-classification
data-science machine-learning
Last synced: 6 days ago
JSON representation
Several method of machine learning and pattern recognition to classify different images from the CIFAR-10 database like 1-NN, Bayesian, and neural network classifier
- Host: GitHub
- URL: https://github.com/anh-duy-tran/cifar10-classification
- Owner: Anh-Duy-Tran
- Created: 2022-10-22T00:00:45.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2022-10-22T00:52:19.000Z (over 3 years ago)
- Last Synced: 2025-10-27T10:36:59.431Z (9 months ago)
- Topics: data-science, machine-learning
- Language: Python
- Homepage:
- Size: 395 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
CIFAR-10 Classification Project
Link to download the CIFAR-10 database: https://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz
CIFAR-10 is a benchmark popular datasets used in machine learning literature for bechmarking different methods. For brief introduction, please check https://www.cs.toronto.edu/~kriz/cifar.html.
In this project, I've implemented several method of machine learning and pattern recognition to classify different images from the CIFAR-10 database like 1-NN, Bayesian, and neural network classifier. The downloaded CIFAR-10 database should be in the root directory.