Post-grad image and deep learning coursework, training CNNs with NVIDIA's DIGITS platform. Achieved 90%

Go to file

andy 35943e8aad submitted		2021-05-04 15:24:59 +01:00
cars	adding epochs data, writing	2021-04-30 19:47:47 +01:00
cifar100	add data augmentation script	2021-04-16 23:59:20 +01:00
models	added dense layer variations	2021-04-10 12:20:26 +01:00
report	submitted	2021-05-04 15:24:59 +01:00
.gitattributes	step down results, set up for exp and sigmoid decay	2021-04-07 22:40:14 +01:00
.gitignore	exponential and sigmoid results	2021-04-09 13:04:40 +01:00
data_aug.py	add data augmentation script	2021-04-16 23:59:20 +01:00
pyproject.toml	add data augmentation script	2021-04-16 23:59:20 +01:00
README.md	added initial results for fixed learning rate investigations	2021-04-05 18:14:17 +01:00
split.py	added dataset split experiments	2021-04-02 14:43:36 +01:00

Digits CNN Coursework

Coursework evaluating convolutional neural networks for image classification using the DIGITS platform