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Aditya Prakash's Projects

cc icon cc

Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

drnet icon drnet

PyTorch implementation of the NIPS 2017 paper - Unsupervised Learning of Disentangled Representations from Video

face-mapping icon face-mapping

Implementation of style transfer between two faces (face swapping) and real time detection and superimposing of masks on face using dlib and C++

neural-em icon neural-em

Code for the "Neural Expectation Maximization" paper.

neural-toolbox-pytorch icon neural-toolbox-pytorch

PyTorch implementation of standalone neural modules - CBN, Attention, Glimpse, Modulated ResNet (MODERN), FiLM Layer

variants_of_u-net icon variants_of_u-net

Implementations of different variations of U-net - adding deconv layers, dense net variant and including skip connections

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