AprilTianyu

MachineLearningNotes

My personal notes

Fuzzy-methods-and-systems

Implementing Pattern Classification Model Using Distribution Representation of Fuzzy rules with matlab

ANFIS

Fuzzy Q learning in Tensorflow , Training an ANFIS.

Ifuzzy2py

This is a interval type 2 fuzzy library in python

Generalized-Type-2-Fuzzy-Sets

Simple experimental implementations of GT2FS in Matlab

Possibilistic-Fuzzy-C-means

Code for Interval Type-2 and General Type-2 PFCM

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

Semi-Supervised-Segmentation-Pytorch

A repository for semi supervised image segmentation using Mean Teacher

semisup-semseg

mean-teacher

A state-of-the-art semi-supervised method for image recognition

distillation

Keras + tensorflow experiments with knowledge distillation on EMNIST dataset

dataset-distillation

Open-source code for paper "Dataset Distillation"

AdvSemiSeg

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

SegNet-Tutorial

Files for a tutorial to train SegNet for road scenes using the CamVid dataset

weakly-supervised-segmentation

Learning to Exploit the Prior Network Knowledge for Weakly-Supervised Semantic Segmentation

BlitzNet_KD

Knowledge distillation is introduced in a multi-task neural network. The NN used in this set up are: BlitzNet(student), Faster R-CNN(object detection tutor) and Mask R-CNN(semantic segmentation tutor)

structure_knowledge_distillation

The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other tasks.

MEAL

Official Implementation of MEAL: Multi-Model Ensemble via Adversarial Learning on AAAI 2019

GLNet

[CVPR 2019, Oral] "Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images" by Wuyang Chen*, Ziyu Jiang*, Zhangyang Wang, Kexin Cui, and Xiaoning Qian

Wasserstein-GAN-Keras

Keras implementation of Wasserstein GAN. Modified from the ACGAN example.

PerceptualSimilarity

LPIPS metric. pip install lpips

the-gan-zoo

A list of all named GANs!

triangle-gan-tf

triple-gan

See Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN

tf-keras-SegNet

SegNet including indices pooling for Semantic Segmentation with tensorflow and keras

Deep_learning_resUnet

Final Project- Microscopy Cell Segmentation, Deep Learning and Applications Course, EE Dep., Ben-Gurion University

Stacked_Hourglass_Network_Keras

Keras Implementation for Stacked Hourglass Network

medSynthesisV1

This is a copy of package for medical image synthesis work with LRes-ResUnet and GAN (wgan-gp) in pytorch framework

tf-keras-SegUNet

Composite architecture of SegNet and UNet for Semantic Segmentation with keras

Mammogram-Classification-using-GLCM-Features

Detection and Classification of breast cancer in mammogram using textual and statistical features of image