GitHub - devyhia/cifar-10

The American University in Cairo.

By Yehya Abouelnaga, Hager Rady, and Ola Salem.

Supervised by Mohamed Mostafa, Ph.D.

In this project, we try to optimize the performance of CIFAR-10 Image classification.

Name		Name	Last commit message	Last commit date
Latest commit History 35 Commits
.ipynb_checkpoints		.ipynb_checkpoints
__pycache__		__pycache__
.DS_Store		.DS_Store
.gitignore		.gitignore
.python-version		.python-version
Classifier Fusion.ipynb		Classifier Fusion.ipynb
Decision Tree Classifier.ipynb		Decision Tree Classifier.ipynb
Dockerfile		Dockerfile
Gradient Boosting.ipynb		Gradient Boosting.ipynb
HOG+Bayes.py		HOG+Bayes.py
Hager Features.ipynb		Hager Features.ipynb
K-NN Classifier.ipynb		K-NN Classifier.ipynb
K-NN+Classifier.py		K-NN+Classifier.py
LDA + Logistic Regression.ipynb		LDA + Logistic Regression.ipynb
Load & Visualize CIFAR-10.ipynb		Load & Visualize CIFAR-10.ipynb
Logistic Regression Classifier.ipynb		Logistic Regression Classifier.ipynb
Naive-Bayes Gaussian Classifier.ipynb		Naive-Bayes Gaussian Classifier.ipynb
Ola's Torch ConvNet.ipynb		Ola's Torch ConvNet.ipynb
PCA + Logistic Regression.ipynb		PCA + Logistic Regression.ipynb
Paper.ipynb		Paper.ipynb
README.md		README.md
Random Forrest Classifier.ipynb		Random Forrest Classifier.ipynb
Random+Forrest+Classifier.py		Random+Forrest+Classifier.py
SURF+BOW+Bayes.py		SURF+BOW+Bayes.py
SURF+BOW+SVM.py		SURF+BOW+SVM.py
SURF+EucDistance.py		SURF+EucDistance.py
Support Vector Machine.ipynb		Support Vector Machine.ipynb
ZCA + Logistic Regression.ipynb		ZCA + Logistic Regression.ipynb
data		data
docker-compose.yaml		docker-compose.yaml
hager.py		hager.py
init.py		init.py
requirements.txt		requirements.txt
svm_train.py		svm_train.py
zca.py		zca.py

Provide feedback