tensorflow-usecase

Image

• YOLO TensorFlow ++ - TensorFlow implementation of 'YOLO: Real-Time Object Detection', with training and an actual support for real-time running on mobile devices.

• object_detection: localizing and identifying multiple objects in a single image.

• Object-Detector-App: A real-time object recognition application using Google's TensorFlow Object Detection API and OpenCV.

• im2txt: image-to-text neural network for image captioning.

• Show, Attend and Tell - Attention Based Image Caption Generator

• Neural Style Implementation of Neural Style

• Neural Style - An implementation of neural style

• Colornet - Neural Network to colorize grayscale images - Neural Network to colorize grayscale images

• subpixel - A subpixel convolutional neural network implementation with Tensorflow

• tensorflow-vdsr - Accurate Image Super-Resolution Using Very Deep Convolutional Networks

• Tensorflow-SegNet - Implement slightly different caffe-segnet in tensorflow

• tensorflow-fcn - An Implementation of Fully Convolutional Networks in Tensorflow.

Audio

• Wavenet - This is a TensorFlow implementation of the WaveNet generative neural network architecture for audio generation.

• Speech-to-Text-WaveNet - Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow

• tacotron - A TensorFlow Implementation of Tacotron: A Fully End-to-End Text-To-Speech Synthesis Model

• segan - Speech Enhancement Generative Adversarial Network in TensorFlow

• magenta - Magenta: Music and Art Generation with Machine Intelligence

• TensorFlow RNN Tutorial - Recurrent Neural Networks - A Short TensorFlow Tutorial

Text

• Chatbot - Implementation of "A neural conversational model"

• Sentence Classification with CNN - TensorFlow implementation of "Convolutional Neural Networks for Sentence Classification" with a blog post

• textsum: sequence-to-sequence with attention model for text summarization.

• Character-Aware Neural Language Models - TensorFlow implementation of Character-Aware Neural Language Models

• syntaxnet: neural models of natural language syntax.

• Word Embedding(Word2vec) with tensorflow - 텐서플로우(TensorFlow)를 이용해 자연어를 처리하기

• Sentiment analysis - Sentiment analysis on forum articles using word2vec and Keras , 정치글 성향을 분석하는 분류기

• Korean Word Spacing with RNN - RNN을 이용한 한글 자동 띄어쓰기

Reference

• https://github.com/jtoy/awesome-tensorflow
• https://github.com/tensorflow/models
• https://github.com/nightrome/really-awesome-semantic-segmentation
• https://github.com/mrgloom/awesome-semantic-segmentation

Keras

• https://github.com/titu1994/MobileNetworks