Johannes G.'s starred repositories
TrackTacular
Official Code for "Lifting Multi-View Detection and Tracking to the Bird’s Eye View"
IoU-AwareCalibration
Code to reproduce the experiments described in "Do We Still Need Non-Maximum Suppression? Accurate Confidence Estimates and Implicit Duplication Modeling with IoU-Aware Calibration" (https://arxiv.org/pdf/2309.03110.pdf)
human-machine-fusion
Repo for the Paper: Tackling Face Verification Edge Cases: In-Depth Analysis and Human-Machine Fusion Approach
galactica_cli
A simple cli for the GALACTICA LLM.
Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
awesome-confidence-calibration
awesome confidence calibration paper list
data-augmentation-review
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
x-face-verification
Repo for our Paper: Explainable Model-Agnostic Similarity and Confidence in Face Verification
latexify_py
A library to generate LaTeX expression from Python code.
synthehicle
[WACVW 2023] A massive synthetic dataset for 3D multi-target multi-camera tracking and segmentation.
octuplet-loss
Repo for our Paper: Octuplet Loss: Make Your Face Recognition Model Robust to Image Resolution
GaitGraph2
Official code for "Towards a Deeper Understanding of Skeleton-based Gait Recognition" (CVPRW'22)
modern-unix
A collection of modern/faster/saner alternatives to common unix commands.
bitsandbytes
Library for 8-bit optimizers and quantization routines.
Object-Detection-Confidence-Bias
Code for "The Box Size Confidence Bias Harms Your Object Detector" (https://arxiv.org/abs/2112.01901)
powerlevel10k
A Zsh theme
tum-dissertation-latex
Latex template for a TUM dissertation/PhD thesis
tikzplotlib
:bar_chart: Save matplotlib figures as TikZ/PGFplots for smooth integration into LaTeX.
face-alignment-mtcnn
A lightweight python implementation of face alignment with MTCNN landmarks using tensorflow-lite runtime
Rotated_IoU
Differentiable IoU of rotated bounding boxes using Pytorch
FaceIDLight
A lightweight face-recognition toolbox and pipeline based on tensorflow-lite
CenterNet-pytorch-lightning
Refactored implementation of CenterNet (Objects as Points - Zhou, Xingyi et. al.) shipping with PyTorch Lightning modules