fbcotter/scatnet_learn

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Python
Created over 5 years ago
Updated over 4 years ago

fbcotter/scatnet_learn

fbcotter

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Repo containing code to do the learnable scatternet/invariant convolutional layer

pytorch_wavelets

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

py3nvml

Python 3 Bindings for NVML library. Get NVIDIA GPU status inside your program.

docker-tensorflow-opencv

Automated Build for a Tensorflow and OpenCV Docker Containter

dataset_loading

Repo to use python threading to load in commonly used image datasets such as CIFAR, ImageNet and PASCAL. It allows you to do preprocessing on the CPU before putting images in a queue to speed up GPU processing.

dtcwt_gainlayer

Repo to replicate experiments on learning convolutional filters in the wavelet domain

dotfiles

My fish, vim, latex and other dotfiles.

thesis

Source Code used to generate my PhD thesis

dtcwt_slim

Slim implementation of the dtcwt in tensorflow

Jupyter Notebook

cuda_examples

attention

plotters

Some convenience functions for doing matplotlib plotting.

Jupyter Notebook

voc_utils

Python PASCAL voc utils. Ported from mprat/pascal-voc-python

Jupyter Notebook