sun mingjian's repositories
3DUnetCNN
3D Unet Convolution Neural Network (CNN) designed for brain tumor segmentation
C3D
C3D is a modified version of BVLC caffe to support 3D ConvNets.
caffe-segnet
Implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Semantic Pixel-Wise Labelling
caffenet-benchmark
Evaluation of the CNN design choices performance on ImageNet-2012.
captcha
A captcha library that generates audio and image CAPTCHAs.
convnet-study
Densenet
data-science-ipython-notebooks
Recently updated with 50 new notebooks! Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
deep-learning-models
Keras code and weights files for popular deep learning models.
deeplab-v2
DeepLab v2 support cudnn-v5
deepmedic
Efficient Multi-Scale 3D Convolutional Neural Network for Brain Lesion Segmentation
dogs_vs_cats
猫狗大战
fcn
Chainer Implementation of Fully Convolutional Networks.
fcn.berkeleyvision.org
Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.
keras-cn
Chinese keras documents with more examples, explanations and tips.
keras-contrib
Keras community contributions
Keras-FCN
Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation（Unfinished）
keras-fcn-1
A playable implementation of Fully Convolutional Networks with Keras.
LITS-CHALLENGE
INFORMATION FOR THE LIVER TUMOR SEGMENTATION CHALLENGE
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
models
Models built with TensorFlow
patsy
Describing statistical models in Python using symbolic formulas
piwise
Pixel-wise segmentation on VOC2012 dataset using pytorch.
qimage2ndarray
qimage2ndarray is a small python extension for quickly converting between QImages and numpy.ndarrays (in both directions).
ReInspect
密集型检测
SegNet-Tutorial
Files for a tutorial to train SegNet for road scenes using the CamVid dataset
segnet_pytorch
SegNet implemetation using PyTorch
TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
Tensorflow-SegNet
Implement slightly different caffe-segnet in tensorflow
TensorFlowLaboratory
Research about Tensorflow