This repository has been archived by the owner on Feb 8, 2021. It is now read-only.

Name		Name	Last commit message	Last commit date
parent directory ..
README.md		README.md
cifar10_alexnet.h5		cifar10_alexnet.h5
cifar10_alexnet.py		cifar10_alexnet.py
cifar10_alexnet_rand_crop.h5		cifar10_alexnet_rand_crop.h5
cifar10_alexnet_rand_crop.py		cifar10_alexnet_rand_crop.py
cifar10_alexnet_rand_labels.h5		cifar10_alexnet_rand_labels.h5
cifar10_alexnet_rand_labels.py		cifar10_alexnet_rand_labels.py
cifar10_alexnet_wd.h5		cifar10_alexnet_wd.h5
cifar10_alexnet_wd.py		cifar10_alexnet_wd.py
cifar10_alexnet_wd_rand_crop.h5		cifar10_alexnet_wd_rand_crop.h5
cifar10_alexnet_wd_rand_crop.py		cifar10_alexnet_wd_rand_crop.py

README.md

Mini Alexnet

This folder contains code and saved models for mini Alexnet trained on CIFAR10

Contents

Code
- cifar10_alexnet.py: Code to train mini Alexnet on CIFAR10 without regularisation.
- cifar10_alexnet_rand_crop.py: Code to train mini Alexnet on CIFAR10 without regularisation and with random crop.
- cifar10_alexnet_rand_labels.py: Code to train mini Alexnet on CIFAR10 without regularisation and with random training labels.
- cifar10_alexnet_wd.py: Code to train mini Alexnet on CIFAR10 with weight decay.
- cifar10_alexnet_wd_rand_crop.py: Code to train mini Alexnet on CIFAR10 with weight decay and with random crop.
Saved Models
- cifar10_alexnet.h5: A saved Keras Sequential model for mini Alexnet trained on CIFAR10.
- cifar10_alexnet_rand_crop.h5: A saved Keras Sequential model for mini Alexnet trained on CIFAR10 with random crop.
- cifar10_alexnet_rand_labels.h5: A saved Keras Sequential model for mini Alexnet trained on CIFAR10 with random labels.
- cifar10_alexnet_wd.h5: A saved Keras Sequential model for mini Alexnet with L2 regularisation, trained on CIFAR10.
- cifar10_alexnet_wd_rand_crop.h5: A saved Keras Sequential model for mini Alexnet with L2 regularisation, trained on CIFAR10 with random crop.