Wojciech Mo's repositories

yolo2

Train YOLOv2 object detector from scratch using Tensorflow.

deep-compression

Compress neural network with pruning and quantization using TensorFlow.

vae

Generate new images with Variational Autoencoder and Tensorflow.

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double-pendulum

Double pendulum simulation. Equations of motion calculated in MatLab based on Lagrangian formula.

crn

Synthesise image from semantic map using Cascaded Refinement Netowork and PyTorch.

gan

Generate new images with Generative Adversarial Network and Tensorflow.

style-transfer

Transform arbitrary photograph or video into artwork using Theano.

rl-grid-world

Compare Q-Learning and Expected Value SARSA.

multigpu-cnn

Train Convolutional Neural Network with Tensorflow and multiple GPU cards.

lu-decomposition

Solving system of linear equations with LU decomposition.

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pytorch-deploy

Deploy PyTorch models trained with Python using C++.

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camera-calibration

Perform camera calibration on set of images with cheesboard pattern.

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polynomial-approximation

Polynomial approximation based on solving overdetermined system of linear equations with SVD matrix decomposition.

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rl-dqn

Teach an agent how to play Atari Breakout with Deep Q-Learning and TensorFlow.

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rl-pg

Teach an agent how to play Lunar Lander with Policy Gradients and TensorFlow.

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seq2seq

Translate sentences from spanish to english with seq2seq and PyTorch.

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tensorflow-deploy

Deploy TensorFlow models trained with Python using C, C++, Java and JavaScript.

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image-inpainting

Complete missing parts of an image with PyTorch

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