kkose Goto Github PK

conda

OS-agnostic, system-level binary package manager and ecosystem

crf_tutorial

dense-optical-flow

The goal is to calculate dense optical flow for a video

dsn

Deeply-supervised Nets

enet

ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation

image-gallery

Make an image gallery from a folder of images

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

keras-deeplab-v3-plus

Keras implementation of Deeplab v3+ with pretrained weights

keras-segmentation-deeplab-v3.1

An awesome semantic segmentation model that runs in real time

keras_lr_finder

Plots the change of the loss function of a Keras model when the learning rate is exponentially increasing.

kkose.github.io

med-net

Multiscale Encoder Decoder Network (MED-Net) for semantic segmentation of Confocal Microscopy images

miccai-18-summary

Personal summary of MICCAI'18 papers of interest.

nvae

The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)

rcm-artifact

MED-Net for RCM Image Artifact Segmentation and Image Quality Assessment

retina-unet

Retina blood vessel segmentation with a convolutional neural network

rnn-walkthrough

styles

Official repository for Citation Style Language (CSL) citation styles.