SMHendryx

SMHendryx.github.io

research website

mhal-detect

M-HalDetect Dataset Release

PlotNeuralNet

Latex code for making neural networks diagrams

learning-in-high-dimensions-always-amounts-to-extrapolation

Reproduction and extension of Balestriero et al. 2021 by retraining a CNN on MNIST to predict a range of embedding dimensions.

text2im

Experiments with image generation from text

fed-recon

Federated reconnaissance mini-ImageNet benchmark and baseline models

mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

pytorch-leo

Pytorch Implemtation of Meta-Learning with Latent Embedding Optimization

mliis

Code for meta-learning initializations for image segmentation

tf-segmentation-trainer

TensorFlow image segmentation training template.

xor_tf

Solves the classic xor problem in tensorflow with a simple feedforward neural network.

quicksort_in_python

An implementation of the quicksort algorithm in Python3 for studying purposes.

quicksort_in_cpp

Quicksort implementation in C++

binaryClassifierParameterGridSearch

Python and R code for grid searching through binary classifier parameter settings by cross validation.

file_transfer_scripts

Bash scripts for managing and transferring large video files for machine learning annotation.

robust_vision_semantic_segmentation_paper

robust_vision_semantic_segmentation_code

models

Models and examples built with TensorFlow

DeepMoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

keras-deeplab-v3-plus

Keras implementation of Deeplab v3+ with pretrained weights

KMeansTextFile

Runs k-means on a text file using OpenCV k-means implementation in C++.

pogrid

Create grids from point clouds

RANSAC.m

RANSAC implementation in Matlab and associated functions.

TensorFlowScripts

Scripts for installing TensorFlow and using it to train neural networks.

kMeans.m

kMeans implementation in Matlab

AssignPointsToExistingClusters

Algorithms implemented in R for assigning training labels to point cloud clusters

Landmarks

Code for plotting and analyzing facial landmarks from facial detection software and annotations.

runningDocker

Scripts for starting, making, and running docker images and containers

dotConfigs

back up of some config files

hyperband

Tuning hyperparams fast with Hyperband