AUST-Hansen

AUST-Hansen

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AUST-Hansen's repositories

Raspberry-Face-Recognition

Use Python and Open CV to recognize multi face and show the name

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pytorch-rl

Deep Reinforcement Learning with pytorch & visdom (the branch for A3C continuous control)

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clevr-iep

Inferring and Executing Programs for Visual Reasoning

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pyscatwave

Fast Scattering Transform with CuPy/PyTorch

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Udacity-ML-nanodegree

This is the repository which contains all 6 projects' source code in ML nano degree.

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fastSLAM_Masters

3 Implementations of varied versions of FastSLAM solution to then SLAM problem

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srez

Image super-resolution through deep learning

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GOTURN

Source code for paper: Learning to Track at 100 FPS with Deep Regression Networks, Held, et al. ECCV 2016

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deep-photo-styletransfer

Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511

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nndl-codes

Sample Codes for NNDL

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facenet_pytorch

PyTorch implementation of the paper "FaceNet: A Unified Embedding for Face Recognition and Clustering"

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Structured-Self-Attentive-Sentence-Embedding

An open-source implementation of the paper ``A Structured Self-Attentive Sentence Embedding'' published by IBM and MILA.

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AGE

Code for paper "Adversarial Generator-Encoder Networks" by Dmitry Ulyanov, Andrea Vedaldi and Victor Lempitsky

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ygz-stereo-inertial

a stereo-inertial visual odometry

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GAN-tensorflow

Implement Generative Adversarial Nets by Tensorflow

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odin-pytorch

Principled Detection of Out-of-Distribution Examples in Neural Networks

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machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

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crnn

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

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FreezeOut

Accelerate Neural Net Training by Progressively Freezing Layers

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generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

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DiscoGAN-pytorch

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

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bigBatch

Code used to generate the results appearing in "Train longer, generalize better: closing the generalization gap in large batch training of neural networks"

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rrc_detection

Accurate Single Stage Detector Using Recurrent Rolling Convolution

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cartographer_turtlebot

Using leishen 2d lidar and turtlebot to cartographer slam.

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Hands-On-Machine-Learning

Contains Jupyter Notebooks/Resources provided by the author and my work on problem sets.

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