Pinned Repositories
ACE
Towards Automatic Concept-based Explanations
bias-mitigators
Critical analysis of state-of-the-art bias mitigation techniques
cleanLatexWorkdir
clean up files required for compilation in latex document working directory
ctcom
implementation of the ctcom protocol
dupfinder
Find duplicate files according to md5 hash
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
fastSharerGo
GoLang implementation of fastSharer, so it can be used on NAS systems
garden-time-lapse
Image classification for time-lapse video.
vanetza
Open-source implementation of the ETSI C-ITS protocol stack
monz's Repositories
monz/dupfinder
Find duplicate files according to md5 hash
monz/fastSharerGo
GoLang implementation of fastSharer, so it can be used on NAS systems
monz/ACE
Towards Automatic Concept-based Explanations
monz/bias-mitigators
Critical analysis of state-of-the-art bias mitigation techniques
monz/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.
monz/fastSharer
simple Peer2Peer file shareing tool
monz/garden-time-lapse
Image classification for time-lapse video.
monz/gpuImageResizer
GPU accelerated image resizer
monz/ham10000-utils
monz/IBD
IBD: Interpretable Basis Decomposition for Visual Explanation
monz/Integrated-Gradients
Attributing predictions made by the Inception network using the Integrated Gradients method
monz/integrated-gradients-utils
monz/interfacegan
CVPR'20 paper `Interpreting the Latent Space of GANs for Semantic Face Editing`
monz/interpretableCNN
monz/limecv
A LaTeX CV Document Class
monz/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.
monz/navigan
Navigating the GAN Parameter Space for Semantic Image Editing
monz/net2vec
Code for Net2Vec: Quantifying and Explaining how Concepts are Encoded by Filters in Deep Neural Networks
monz/PerceptualSimilarity
LPIPS metric. pip install lpips
monz/plg
A Business Processes and Logs Generator
monz/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).
monz/rebias
Official Pytorch implementation of ReBias (Learning De-biased Representations with Biased Representations), ICML 2020
monz/rewriting
Rewriting a Deep Generative Model, ECCV 2020 (oral). Interactive tool to directly edit the rules of a GAN to synthesize scenes with objects added, removed, or altered. Change StyleGANv2 to make extravagant eyebrows, or horses wearing hats.
monz/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.
monz/shutterImageTools
monz/surveyScripts
Thesis survey evaluation scripts
monz/Sybil
Deep Learning for Lung Cancer Risk Prediction using LDCT
monz/tcav
Code for the TCAV ML interpretability project
monz/timelapseTools
monz/xesUniqueTraces