https://github.com/lukashedegaard/lukashedegaard
GitHub profile
https://github.com/lukashedegaard/lukashedegaard
Last synced: 2 months ago
JSON representation
GitHub profile
- Host: GitHub
- URL: https://github.com/lukashedegaard/lukashedegaard
- Owner: LukasHedegaard
- Created: 2022-06-20T12:34:51.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2024-10-03T13:27:43.000Z (7 months ago)
- Last Synced: 2025-01-06T16:14:56.102Z (4 months ago)
- Size: 84.9 MB
- Stars: 0
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
## 👋 Hi, I'm Lukas Hedegaard
ML Engineer at InCommodities, with a research background in __Deep Learning__, __network acceleration__ and __Transfer Learning__. Academic works include:
- [](https://arxiv.org/abs/2211.10155) [Hedegaard et al.: "Structured Pruning Adapters"](https://github.com/LukasHedegaard/structured-pruning-adapters) (Pattern Recognition, 2024)
- [](https://arxiv.org/abs/2203.11009) [Hedegaard et al.: "Continual Spatio-Temporal Graph Convolutional Networks](https://github.com/LukasHedegaard/continual-skeletons) (Pattern Recognition, 2023)
- [](http://arxiv.org/abs/2201.06268) [Hedegaard et al.: "Continual Transformers: Redundancy-Free Attention for Online Inference"](https://github.com/LukasHedegaard/continual-transformers) (ICLR, 2023)
- [](https://arxiv.org/abs/2106.00050) [Hedegaard & Iosifidis: "Continual 3D Convolutional Neural Networks for Real-time Processing of Videos"](https://github.com/LukasHedegaard/co3d) (ECCV, 2022)
- [](https://arxiv.org/abs/2204.03418) [Hedegaard & Iosifidis: "Continual Inference: A Library for Efficient Online Inference with Deep Neural Networks in PyTorch"](https://github.com/LukasHedegaard/continual-inference) (ECCV workshop, 2022)
- [](https://arxiv.org/abs/2004.11262) [Hedegaard et al.: "Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol"](https://github.com/LukasHedegaard/dage) (Transactions on Image Processing, 2021)
- [](https://arxiv.org/abs/2003.04063) [Hedegaard et al.: "Supervised Domain Adaptation using Graph Embedding"](https://github.com/LukasHedegaard/dage) (ICPR, 2021)
- [](https://www.sciencedirect.com/book/9780323857871/deep-learning-for-robot-perception-and-cognition) [Heidari et al.: "Graph Convolutional Networks"](https://www.sciencedirect.com/science/article/pii/B9780323857871000099) (Deep Learning for Robot Perception and Cognition, 2022)
- [](https://www.sciencedirect.com/book/9780323857871/deep-learning-for-robot-perception-and-cognition) [Hedegaard et al.: "Human Activity Recognition"](https://www.sciencedirect.com/science/article/pii/B9780323857871000191) (Deep Learning for Robot Perception and Cognition, 2022)
Apart from doing ML research projects (like real-time Human Activity Recognition using [CoX3D](https://github.com/LukasHedegaard/co3d) ☝️), I like to package code up nicely and open-source whenever it may be of value.
__Open-source__ libraries include:
- [Continual Inference](https://github.com/LukasHedegaard/continual-inference) [🐍, C++]  - _Building blocks for Continual Inference Networks in PyTorch._
- [Ride](https://github.com/LukasHedegaard/ride) [🐍]  - _Training wheels, side rails, and helicopter parent for your Deep Learning projects in PyTorch._
- [OpenDR](https://github.com/opendr-eu/opendr) [🐍, C++]  - _A modular, open and non-proprietary toolkit for core robotic functionalities by harnessing deep learning._
- [DatasetOps](https://github.com/LukasHedegaard/datasetops) [🐍]  - _Fluent dataset operations, compatible with your favorite libraries._
- [PyTorch Benchmark](https://github.com/LukasHedegaard/pytorch-benchmark) [🐍]  - _Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption._
- [Co-Rider](https://github.com/LukasHedegaard/co-rider) [🐍]  - _Tiny configuration library tailored for the Ride ecosystem._
- [Supers](https://github.com/LukasHedegaard/supers) [🐍]  - _Call a function in all superclasses using supers(self).foo(42)._
- [react-native-svg-pan-zoom](https://github.com/garblovians/react-native-svg-pan-zoom) [JS]  - _Pan-zoom via two-finger "Google Maps"-style pinch and drag gestures._
- [redux-maybe](https://github.com/garblovians/redux-maybe) [JS]  - _Nodejs Package for attaching callback functions to redux messages._
- [redux-blabber](https://github.com/garblovians/redux-blabber) [JS]  - _Redux store enhancer for synchronizing states and actions across store instances._
## Find me 🌐
-  [LinkedIn](https://www.linkedin.com/in/lukashedegaard/)
- 🎓 [Google Scholar](https://scholar.google.com/citations?user=15ovcOoAAAAJ&hl=en)
- 📫 [Email](mailto:[email protected])
- 🌍 [Aarhus, Denmark](https://www.google.com/maps?q=Aarhus,+Denmark)