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Meina's Projects

actiondetection icon actiondetection

A toy project, which achieves Human Abnormal Action Detection base on Neural Network methods.

auto-encoder icon auto-encoder

Unsupervised image feature learning autoencoder with Chainer

autoencoder icon autoencoder

This project is an example implementation of Autoencoder which is an unsupervised learning deep network. In this project I have implemented the translation of English to French

caffe-segnet icon caffe-segnet

Implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Semantic Pixel-Wise Labelling

deep-siamese-text-similarity icon deep-siamese-text-similarity

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character embeddings

easy_seq2seq icon easy_seq2seq

[unmaintained] go to https://github.com/suriyadeepan/practical_seq2seq

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gmvae icon gmvae

Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders

magenta icon magenta

Magenta: Music and Art Generation with Machine Intelligence

siamese icon siamese

Siamese CNNs for MNIST visualization

siamese-fc icon siamese-fc

State-of-the-art performance in arbitrary object tracking at 50-100 FPS with Fully Convolutional Siamese networks.

siamese_net icon siamese_net

This package shows how to train a siamese network using Lasagne and Theano and includes network definitions for state-of-the-art networks including: DeepID, DeepID2, Chopra et. al, and Hani et. al. We also include one pre-trained model using a custom convolutional network.

sparse-autoencoder icon sparse-autoencoder

Sparse autoencoder for Stanford's Unsupervised Feature Learning and Deep Learning Tutorial.

tensorflow-book icon tensorflow-book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

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