MarkusKnauer
Research Scientist @ German Aerospace Center (DLR) & Doctoral Candidate + TA @ Technical University of Munich (TUM) - CIT
@DLR-RM, @TU-MunichMunich, Germany
Pinned Repositories
BlenderProc
A procedural Blender pipeline for photorealistic training image generation
RECALL
Code and image database for IROS2022 paper "RECALL: Rehearsal-free Continual Learning for Object Classification". A algorithm to learn new object categories on the fly without forgetting the old ones and without the need to save previous images.
b2693d1ece577eefcde58772e9a6a6ed
BlenderProc
A procedural blender pipeline to generate images for deep learning
CICD_Pipeline
A working continuous integration and continuous deployment pipeline which, using Jankins, allows new code to be compiled, tested and deployed in a micro-service-oriented, fully automated manner. University Project - Software Engineering
cvpr_clvision_challenge
CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!
DeepLearningCourse
A course I am developing to teach students the most important Deep Learning models and their implementation in Python, TensorFlow and Keras
NeoVentus
A Point-Of-Sale Restaurant App for iOS and Android. Student Project.
RECALL
Code and image database for IROS2022 paper "RECALL: Rehearsal-free Continual Learning for Object Classification". A algorithm to learn new object categories on the fly without forgetting the old ones and without the need to save previous images.
MarkusKnauer's Repositories
MarkusKnauer/NeoVentus
A Point-Of-Sale Restaurant App for iOS and Android. Student Project.
MarkusKnauer/RECALL
Code and image database for IROS2022 paper "RECALL: Rehearsal-free Continual Learning for Object Classification". A algorithm to learn new object categories on the fly without forgetting the old ones and without the need to save previous images.
MarkusKnauer/BlenderProc
A procedural blender pipeline to generate images for deep learning
MarkusKnauer/CICD_Pipeline
A working continuous integration and continuous deployment pipeline which, using Jankins, allows new code to be compiled, tested and deployed in a micro-service-oriented, fully automated manner. University Project - Software Engineering
MarkusKnauer/cvpr_clvision_challenge
CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!
MarkusKnauer/DeepLearningCourse
A course I am developing to teach students the most important Deep Learning models and their implementation in Python, TensorFlow and Keras