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Sebastian Koch's Projects

3dssg icon 3dssg

3D scene graph generation using GCN

autolabeling icon autolabeling

Automatic labelling of images and video for Computer Vision applications

gl3w icon gl3w

Simple OpenGL core profile loading

graphto3d icon graphto3d

Code for ICCV 2021 paper Graph-to-3D: End-to-End Generation and Manipulation of 3D Scenes using Scene Graphs

learn_steering icon learn_steering

Simulation of a initial random generation of cars, evolving to complete a lap around a random circle

open3dsg icon open3dsg

Code for CVPR 2024 paper: Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set Relationships

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

sac_hockey icon sac_hockey

Implementations of SAC, used in the 2021 Reinforcement Learning Hockey tournament of the Autonomous Learning group at the Max-Planck Institute for Intelligent Systems (3rd place)

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