Johannes G.'s starred repositories

TrackTacular

Official Code for "Lifting Multi-View Detection and Tracking to the Bird’s Eye View"

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hydra

Official codebase of HyDRa.

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EarlyBird

Official Code for "EarlyBird: Early-Fusion for Multi-View Tracking in the Bird's Eye View"

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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)

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human-machine-fusion

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

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galactica_cli

A simple cli for the GALACTICA LLM.

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Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

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awesome-confidence-calibration

awesome confidence calibration paper list

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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.

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x-face-verification

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

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latexify_py

A library to generate LaTeX expression from Python code.

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synthehicle

[WACVW 2023] A massive synthetic dataset for 3D multi-target multi-camera tracking and segmentation.

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lost

Label Objects and Save Time (LOST) - Design your own smart Image Annotation process in a web-based environment.

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octuplet-loss

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

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GaitGraph2

Official code for "Towards a Deeper Understanding of Skeleton-based Gait Recognition" (CVPRW'22)

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modern-unix

A collection of modern/faster/saner alternatives to common unix commands.

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bitsandbytes

Library for 8-bit optimizers and quantization routines.

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Object-Detection-Confidence-Bias

Code for "The Box Size Confidence Bias Harms Your Object Detector" (https://arxiv.org/abs/2112.01901)

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C2FDAN

Official repository for A Coarse-to-Fine Dual Attention Network for Blind Face Completion

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powerlevel10k

A Zsh theme

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proselint

A linter for prose.

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xqlfw

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

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tum-dissertation-latex

Latex template for a TUM dissertation/PhD thesis

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dufte

:chart_with_upwards_trend: Minimalistic Matplotlib style

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tikzplotlib

:bar_chart: Save matplotlib figures as TikZ/PGFplots for smooth integration into LaTeX.

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ASDNet

Audio-Visual Active Speaker Detection with PyTorch on AVA-ActiveSpeaker dataset

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face-alignment-mtcnn

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

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Rotated_IoU

Differentiable IoU of rotated bounding boxes using Pytorch

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FaceIDLight

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

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CenterNet-pytorch-lightning

Refactored implementation of CenterNet (Objects as Points - Zhou, Xingyi et. al.) shipping with PyTorch Lightning modules

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