Name: Elias Vansteenkiste
Type: User
Company: Segmentive.ai
Bio: Mainly obsessed by deep learning, artificial intelligence, human computer interfaces and computer aided design algorithms
Location: Berlin, Germany
Blog: Eliasvansteenkiste.github.io
Elias Vansteenkiste's Projects
Bare bones pytorch project. I use it as a template for other projects.
Coding challenge for an interview
The Connection Router algorithm implemented in the VTR 7.0 framework
An intriguing failing of convolutional neural networks and the CoordConv solution in PyTorch
CycleGANs with perception loss for clarifying rainy images. A pytorch framework.
A deep learning framework for lung cancer prediction built with Lasagne/Theano
Pytorch implementation of different edge detection networks, such as Holistically-Nested Edge Detection and PixelNet
Blog about my Deep learning, Human Computer Interface and Electronics projects
Vivado scripts for the measuring the divide between academic and commercial FPGA CAD flows
A Java framework focused on rapid prototyping of new CAD algorithms for FPGA compilation.
A robot powered training repository :robot:
Open Source Differentiable Computer Vision Library
Mother template project independent of the deep learning framework
A Python framework for classification of satellite imagery of the Amazon, built with Pytorch and Lasagne/Theano. The goal is to find deforestation activity.
Lasagne recipes: examples, IPython notebooks, ...
A deep learning framework focused on epileptic seizure prediction built with Nolearn/Lasagne/Theano
Useful information about PyTorch modules (FLOPs, MACs, receptive field, etc.)