daveboat Goto Github PK

cnn_vis

Some quick and dirty code which uses gradient ascent to find the input image which maximizes the output probability for a particular class.

coke_pepsi

A toy model for classification with tensorflow 2.0, for demonstration purposes

d2go

D2Go is a toolkit for efficient deep learning

daveboat.github.io

Dave's blog

denseflow_gpu

Denseflow_GPU modified for opencv4 and with simplified operation

dy_common

Some common functions for personal use

golfclubnet

a toy (practice) model for classifying golf clubs

golfspin_matlab

Modeling and simulation of the effect of CW radar on the spin of a golf ball in flight

google-research

Google Research

interview_prep

Preparation material for software engineering/machine learning interviews

keras-fasterrcnn

keras implementation of Faster R-CNN

keras-frcnn

lime

Lime: Explaining the predictions of any machine learning classifier

multitask-image-classification-keras-example

An example/toy model demonstrating multitask (multi-head) classification of images using keras

opencv_ubuntu_instructions

Some directions for compiling opencv on ubuntu 18.04, mostly to remind myself

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-retinanet

Pytorch implementation of RetinaNet object detection.

pytorch_focal_loss

An implementation of focal loss in pytorch meant to be understandable and easily swappable with nn.functional.cross_entropy and nn.CrossEntropyLoss

spp

A minimal and easy-to-understand implementation of spatial pyramid pooling in pytorch

structured_label_inference

An implementation of the BINN hierarchical inference head from "Structured Label Inference for Visual Understanding"

torch_gan_example

A quick example of training a convolutional GAN on MNIST digits

ubuntu_cuda_instructions

Some directions (mainly for my own use) for how to set up CUDA, CUDnn for deep learning on Ubuntu 18.04

vssimex_pnp

MATLAB code used in the papers "Adaptive Time-stepping Schemes for the Solution of the Poisson-Nernst-Planck Equations" and "A Study of the Numerical Stability of an ImEx Scheme with Application to the Poisson-Nernst-Planck Equations"