July 13, 2020

[D] Linear Layers vs Global Average Pooling for Regression

Hi, I've recently been doing a neural network project where the last layer is doing a regression type task. Now I'm undecided on these two approaches […]
July 14, 2020

[P] Tensorflow to PyTorch – model.predict equivalent

I am attempting to retrieve the mean squared error of my training. within the original code based in TensorFlow, I am moving this code over to […]
July 14, 2020

[N][D] Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy

Abstract Data augmentation is an effective way to improve the performance of deep networks. Unfortunately, current methods are mostly developed for high-level vision tasks (e.g., classification) […]
July 14, 2020

[P] tf-sprinkles 1.1 released. Fast and efficient sprinkles augmentation for image classification tasks.

tf-sprinkles is a fast and efficient utility for performing sprinkles augmentation of images for classification tasks. The technique helps classifiers avoid depending too heavily on a […]