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imutlab's Projects

altify icon altify

Uses deep learning to caption images in an HTML file and fills out its alternative text attributes with the related caption

ciapplication icon ciapplication

使用CI框架开发的设备管理系统,在前两款设备管理系统的基础上增加了设备盘、日志管理、设备图片的查看,一些附加功能等,同时界面进行了全面的重新设计

cnn-lstm-caption-generator icon cnn-lstm-caption-generator

A Tensorflow implementation of CNN-LSTM image caption generator architecture that achieves close to state-of-the-art results on the MSCOCO dataset.

cvpr15deepcompare icon cvpr15deepcompare

Code and models for "Learning to Compare Image Patches via Convolutional Neural Networks"

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

dgk_lost_conv icon dgk_lost_conv

dgk_lost_conv 中文对白语料 chinese conversation corpus

fasttext icon fasttext

Unofficial implementation of the paper "Bag of Tricks for Efficient Text Classification" by Joulin et al.

hmm-word-alignment icon hmm-word-alignment

Implementation of hmm based word alignment using absolute positioning rather than relative jump positioning. Mostly refered to this paper: http://acl.ldc.upenn.edu/C/C96/C96-2141.pdf

image_captioning icon image_captioning

Tensorflow implementation of "Show, Attend and Tell: Neural Image Caption Generation with Visual Attention"

imageqa-san icon imageqa-san

code for Stacked attention networks for image question answering

imdb-rnn-attention icon imdb-rnn-attention

Bidirectional GRU with attention mechanism on imdb sentimental analysis dataset

keras-oneshot icon keras-oneshot

koch et al, Siamese Networks for one-shot learning, (mostly) reimplimented in keras

knowing-when-to-look icon knowing-when-to-look

adaptive attention model. tensorflow implementation of knowing when to look: adaptive attention via visual sentinel for image captioning.

logcount icon logcount

基于spark streaming和kafka,hbase的日志统计分析系统

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