Wenbo Tse's repositories
keras-resnet
Residual networks implementation using Keras-1.0 functional API
MachineLearningTrick
Machine Learning Trick : GBDT_Feature Blending Stacking CascadeForest
darknet
Convolutional Neural Networks
keras-cn
Chinese keras documents with more examples, explanations and tips.
CTPN
Detecting Text in Natural Image with Connectionist Text Proposal Network
LDA4j
A Java implemention of LDA(Latent Dirichlet Allocation)
labelImg
:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images
image-analogies
Generate image analogies using neural matching and blending.
keras-attention-mechanism
Attention mechanism Implementation for Keras.
asr-study
Implementation of all-neural speech recognition systems using Keras and Tensorflow
keras-spp
Spatial pyramid pooling layers for keras
keras-crf-layer
Implementation of CRF layer in Keras.
FaceRank
FaceRank - Rank Face by CNN Model based on TensorFlow (add keras version). FaceRank-人脸打分基于 TensorFlow (新增 Keras 版本) 的 CNN 模型（可能是最有趣的 TensorFlow 中文入门实战项目）（QQ群：522785813）。
tensorflow-vgg
VGG19 and VGG16 on Tensorflow
yolo-9000
YOLO9000: Better, Faster, Stronger - Real-Time Object Detection. 9000 classes!
zhihu
知乎专栏源码
vehicle-detection
Created vehicle detection pipeline with two approaches: (1) deep neural networks (YOLO framework) and (2) support vector machines ( OpenCV + HOG).
RPNplus
RPN+(Tensorflow) for people detection
dcgan-completion.tensorflow
Image Completion with Deep Learning in TensorFlow
wenbotse.github.io
My Blog
sequence_gan
Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).
cs224u
Code for Stanford CS224u
kcws
Deep Learning Chinese Word Segment
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow
tensorflow
Computation using data flow graphs for scalable machine learning
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
Sentiment-Analysis
Chinese Shopping Reviews sentiment analysis
Wide-and-Deep-Keras
Keras implementation of Tensorflow's Wide and Deep Algorithm
seq2seq
Sequence to Sequence Learning with Keras