Markus Monz's repositories
fastSharerGo
GoLang implementation of fastSharer, so it can be used on NAS systems
bias-mitigators
Critical analysis of state-of-the-art bias mitigation techniques
face-keypoint-detection
PoC for face keypoint detection using Kaggle dataset for training a small CNN. Can be executed on client side using the web application.
fastSharer
simple Peer2Peer file shareing tool
garden-time-lapse
Image classification for time-lapse video.
gpuImageResizer
GPU accelerated image resizer
Integrated-Gradients
Attributing predictions made by the Inception network using the Integrated Gradients method
interfacegan
CVPR'20 paper `Interpreting the Latent Space of GANs for Semantic Face Editing`
limecv
A LaTeX CV Document Class
MPAndroidChart
A powerful Android chart view / graph view library, supporting line- bar- pie- radar- bubble- and candlestick charts as well as scaling, dragging and animations.
navigan
Navigating the GAN Parameter Space for Semantic Image Editing
net2vec
Code for Net2Vec: Quantifying and Explaining how Concepts are Encoded by Filters in Deep Neural Networks
PerceptualSimilarity
LPIPS metric. pip install lpips
ProtoPNet
This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpretable Image Recognition" (to appear at NeurIPS 2019), by Chaofan Chen* (Duke University), Oscar Li* (Duke University), Chaofan Tao (Duke University), Alina Jade Barnett (Duke University), Jonathan Su (MIT Lincoln Laboratory), and Cynthia Rudin (Duke University) (* denotes equal contribution).
rebias
Official Pytorch implementation of ReBias (Learning De-biased Representations with Biased Representations), ICML 2020
saliency_evaluation
Python implementation for evaluating explanations presented in "On the (In)fidelity and Sensitivity for Explanations" in NeurIPS 2019 for evaluating any saliency explanations.
surveyScripts
Thesis survey evaluation scripts
Sybil
Deep Learning for Lung Cancer Risk Prediction using LDCT