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spokV's Projects

ae-wavenet icon ae-wavenet

Wavenet Autoencoder for Unsupervised speech representation learning (after Chorowski, Jan 2019)

aopg icon aopg

Anchor-free Oriented Proposal Generator for Object Detection

crankshaft icon crankshaft

Crankshaft: A turnkey GNU/Linux solution that transforms a Raspberry Pi to an Android Auto head unit.

dba icon dba

Detection by Attack: Detecting Adversarial Samples by Undercover Attack

deepvog icon deepvog

Pupil segmentation and gaze estimation using fully convolutional neural networks

detr icon detr

End-to-End Object Detection with Transformers

drive-any-robot icon drive-any-robot

Official code and checkpoint release for "GNM: A General Navigation Model to Drive Any Robot".

eyeloop icon eyeloop

EyeLoop is a Python 3-based eye-tracker tailored specifically to dynamic, closed-loop experiments on consumer-grade hardware.

ib_fpsrl icon ib_fpsrl

Prototype to benchmark the fuzzy particle swarm reinforcement learning (Hein, Hentschel, Runkler, Udluft 2017) algorithm on the industrial benchmark

reinforcement_learning_tutorial_with_demo icon reinforcement_learning_tutorial_with_demo

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

vlae icon vlae

Variational Ladder AutoEncoder implementation in tensorflow 2

vq-vae-speech icon vq-vae-speech

PyTorch implementation of VQ-VAE + WaveNet by [Chorowski et al., 2019] and VQ-VAE on speech signals by [van den Oord et al., 2017]

vq-vae-wavenet icon vq-vae-wavenet

TensorFlow implementation of VQ-VAE with WaveNet decoder, based on https://arxiv.org/abs/1711.00937 and https://arxiv.org/abs/1901.08810

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