Xin Lai's repositories
pytorch-generative-model-collections
Collection of generative models in Pytorch version.
Dynamic-Few-Shot-Visual-Learning-without-Forgetting
pytorch simple implement for "Dynamic Few-Shot Visual Learning without Forgetting" in Jupyter Version
fcn.berkeleyvision.org
Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.
EAST
A tensorflow implementation of EAST text detector
yolo2-pytorch
YOLOv2 in PyTorch
deep_learning_gluon
暂时停止更新，去做些巩固基础的工作
AdvSemiSeg
Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018
torchsample
High-Level Training, Data Augmentation, and Utilities for Pytorch
HanLP
自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 关键词提取 新词发现 短语提取 自动摘要 文本分类 拼音简繁
fast-style-transfer
TensorFlow CNN for fast style transfer ⚡🖥🎨🖼
torchvision-enhance
Enhance PyTorch vision for semantic segmentation, multi-channel images and TIF file,...
knowledge_representation_pytorch
Several knowledge graph representation algorithms implemented with pytorch
nlp-datasets
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
TorchGlove
PyTorch implementation of Global Vectors for Word Representation.
neural-belief-tracker
Various implementations of the Neural Belief Tracker (Mrksic et al., 2017)
Analogy-Finisher-and-Word-Similarity-Calculator---Natural-Language-Processing
A project that develops an analogy finisher (predictor of final word in an analogy) by using various word embeddings as training (such as the GloVe and LexVex embeddings; which are not included here due to the size of the files). Mikolov's analogy dataset was used to test the model's accuracy in completing the analogies. Additionally, the most similar words (synonyms) and most dissimilar words (antonyms) were calculated using cosine similarity for a select number of words.
DeepNLP-models-Pytorch
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
ObjectDetection
Object detection program, using HoG+SVM, OpenCV2.4.10, VS2013
TransE
A TensorFlow implementation of TransE model
tensorflow-object-detection-cpp
A C++ example of running TensorFlow Object Detection model in live mode.
cs231n
斯坦福 cs231n 作业代码实践
forum
蓝灯(Lantern)官方论坛
CS231n-Spring-2017-Assignment
My implementation about CS231n spring 2017 homework. I chose to use tensorfow to implement assignment3.