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2017

Deeplearning research

2048_expectimax_ai

AI Plays 2048 Game using Expectimax Algorithm

2dorthogonal_polynomial_decomposition

OPD implementation with application to a IR sequence of a simulated CFRP sample and two real CFRP and GFRP samples with teflon insertions. Recreates the results presented in Paper "Characterization of defects of pulsed thermography inspections by orthogonal polynomial decomposition"

3dprintedrecord

3d printable record stl generator using Processing and Python

accordfourier

accord.net + FFT2

adaboost

Adaboost Haar feature classifier cascade training

adaboost-1

基于AdaBoost算法训练表征人脸的Haar特征

add-gan

Anomaly Detection Discriminative GAN (ADD-GAN)

ae_ts

Auto encoder for time series

alacritty

A cross-platform, GPU-accelerated terminal emulator

ale-dqn-reinforcement-for-mac

Atari game ReinforceLearning for Mac(El Capitan/Sierra)

anogan

Keras AnoGan Implementation

anogan-1

Implementation of AnoGAN (Anomaly GAN)

anogan-2

anomaly detection with GAN

anogan-keras

Unsupervised anomaly detection with generative model, keras implementation

artificio

Deep Learning Computer Vision Algorithms for Real-World Use

ata-gan

Demo code for Attention-Aware Generative Adversarial Networks paper

attention-transfer

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

audio-tsne

analyze audio sample database with librosa, visualize with openframeworks

autoencoder-tensorboard-t-sne

Plugging TensorBoard in an autoencoder on the MNIST dataset for demonstrating t-SNE embeddings visualization of unsupervised machine learning.

autoencoders

AE, VAE and CVAE in PyTorch

automate-egpu

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. Propose NEW data ☛☛☛PR☛☛☛

background-subtraction-python

To get the combined frame with Background Subtraction

bagan

Keras implementation of Balancing GAN (BAGAN) applied to the MNIST example.

balanced-mixup-generator

Class balancer extension to mixup-generator

balltrack

OpenCV example to detect circular objects in a video stream using Hough transforms

bemowiki

wiki wiki for bemore

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