Keerthiraj-Nagaraj / DeepNets-for-image-classification Public

Multilayer Perceptron Neural Networks and Convolutional Neural Networks for fashion MNIST image data classification

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Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
.gitattributes		.gitattributes
CNN_data_split_experiments.py		CNN_data_split_experiments.py
CNN_experiments_report.pdf		CNN_experiments_report.pdf
CNN_final_with_confusion_matrix.py		CNN_final_with_confusion_matrix.py
CNN_learning_rate_experiments.py		CNN_learning_rate_experiments.py
CNN_processing_elements_experiments.py		CNN_processing_elements_experiments.py
CNN_results_plot.py		CNN_results_plot.py
CNN_stopping_conditions.py		CNN_stopping_conditions.py
MLPNN_experiments_report.pdf		MLPNN_experiments_report.pdf
MLPNN_final_with_confusion_matrix.py		MLPNN_final_with_confusion_matrix.py
MLPNN_learning_rate_experiments.py		MLPNN_learning_rate_experiments.py
MLPNN_results_plots.py		MLPNN_results_plots.py
MLPNN_topology_experiments.py		MLPNN_topology_experiments.py
README.md		README.md
data_augmentation_for_CNN.py		data_augmentation_for_CNN.py
data_preprocessing.py		data_preprocessing.py
data_preprocessing_sampling.py		data_preprocessing_sampling.py
fashion_mnist.mat		fashion_mnist.mat