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Hi there 👋 it's Martin,

I am research associate at the Institute of Human-Machine Communication, Technical University of Munich, with the aim of obtaining a doctorate (PhD).

Working on tasks related to cross-resolution face verification.

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Martin Knoche's Projects

btm-stm icon btm-stm

Repo for our Paper: Susceptibility to Image Resolution in Face Recognition and Training Strategies

cheatsheets icon cheatsheets

Website: A collection of my cheatsheets for development

face-alignment-mtcnn icon face-alignment-mtcnn

A lightweight python implementation of face alignment with MTCNN landmarks using tensorflow-lite runtime

faceidapp icon faceidapp

A streamlit app to demonstrate a simple face-recognition application in python

faceidlight icon faceidlight

A lightweight face-recognition toolbox and pipeline based on tensorflow-lite

human-machine-fusion icon human-machine-fusion

Repo for the Paper: Tackling Face Verification Edge Cases: In-Depth Analysis and Human-Machine Fusion Approach

octuplet-loss icon octuplet-loss

Repo for our Paper: Octuplet Loss: Make Your Face Recognition Model Robust to Image Resolution

x-face-verification icon x-face-verification

Repo for our Paper: Explainable Model-Agnostic Similarity and Confidence in Face Verification

xqlfw icon xqlfw

Repo for our Paper: Cross Quality LFW: A database for Analyzing Cross-Resolution Image Face Recognition in Unconstrained Environments

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