Fabian Herzog's repositories
sparselandtools
:sparkles: A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.
synthehicle
[WACVW 2023] A massive synthetic dataset for 3D multi-target multi-camera tracking and segmentation.
PyCannyEdge
Educational Python implementation of the Canny Edge Detector
PeronaMalikDiffusion
Python implementation of the Perona-Malik anisotropic filter for denoising and edge detection
stmodeling
Code for the paper "Comparative Analysis of CNN-based Spatiotemporal Reasoning in Videos"
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
AIC21-MTMC
🏆The 1st place solution of track3 (City-Scale Multi-Camera Vehicle Tracking) in the NVIDIA AI City Challenge at CVPR 2021 Workshop.
bounding-box-prediction-RL
Bounding box prediction in Object Tracking using Reinforcement Learning
deep-learning-project-template
Pytorch Lightning code guideline for conferences
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
Neural-Decision-Forests
An implementation of the Deep Neural Decision Forests in PyTorch
open-reid
Open source person re-identification library in python
pymvg
Python Multi-View Geometry
python-docs-samples
Code samples used on cloud.google.com
pytorch-template
PyTorch deep learning projects made easy.
reid-strong-baseline
Bag of Tricks and A Strong Baseline for Deep Person Re-identification
Towards-Realtime-MOT
Joint Detection and Embedding for fast multi-object tracking
TrackEval
HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).
tracking_wo_bnw
Implementation of "Tracking without bells and whistles” and the multi-object tracking "Tracktor"
vision
Datasets, Transforms and Models specific to Computer Vision