nsl2014fm's repositories
AlphaGOZero-python-tensorflow
Congratulation to DeepMind! This is a reengineering implementation (on behalf of many other git repo in /support/) of DeepMind's Oct19th publication: [Mastering the Game of Go without Human Knowledge]. The supervised learning approach is more practical for individuals. (This repository has single purpose of education only)
bilinear-cnn
PyTorch implementation of bilinear CNN for fine-grained image recognition
bio-segmentation-dense
Software for generating dense (i.e. per-pixel) labels using semantic segmentation [lon2015]. The current implementation is based on the U-Net architecture [ron2015].
caffe-model
Caffe models (includimg classification, detection and segmentation) and deploy files for famouse networks
CaffeMex_v2
Easily deploy multi-GPU caffe on Windows or Linux
carvana-challenge
My Solution for Carvana Image Masking Challenge on Kaggle: https://www.kaggle.com/c/carvana-image-masking-challenge
Chinese-Word2Vec-Model
搜狗新闻语料训练的word2vec中文模型
ChineseChess-AlphaZero
Implement AlphaZero/AlphaGo Zero methods on Chinese chess.
cifar10-experiments
I explore CIFAR-10 dataset, estabilish a kNN benchmark, extract features using a pre-trained ConvNet and then fit and evaluate an SVM classifier
DATA-SCIENCE-BOWL-2018
DATA-SCIENCE-BOWL-2018 Find the nuclei in divergent images to advance medical discovery
deep-learning-models
Keras code and weights files for popular deep learning models.
Deformable-ConvNets-caffe
Deformable Convolutional Networks on caffe
dl4j-examples
Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)
dlupi-heteroscedastic-dropout
Deep Learning under Privileged Information Using Heteroscedastic Dropout (CVPR 2018, Official Repo)
focal_segmentation
semantic segmentation with focal loss
imaterialist-furniture-2018
Kaggle competition
kaggle-ds-bowl-2018-baseline
Full train/inference/submission pipeline adapted to the competition from https://github.com/matterport/Mask_RCNN
keras-oneshot
koch et al, Siamese Networks for one-shot learning, (mostly) reimplimented in keras
keras-rcnn
Keras package for region-based convolutional neural networks (RCNNs)
LabelImgTool
:metal: LabelImgTool is a graphical image annotation tool which supports CLS,DET and SEG(semantic&instance )
one-pixel-attack-keras
Keras reimplementation of "One pixel attack for fooling deep neural networks" using differential evolution on cifar10
PSPNet-Keras-tensorflow
original code : https://github.com/hszhao/PSPNet
pytorch-beginner
pytorch tutorial for beginners
pytorch-cifar
95.16% on CIFAR10 with PyTorch
pytorch-semantic-segmentation
PyTorch for Semantic Segmentation
Pytorch-UNet
Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing
pytorch_resnet_cifar10
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description in original paper.
PyTorchZeroToAll
Simple PyTorch Tutorials Zero to ALL!
Text-Generate-RNN
**古诗生成（文本生成）