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robot-surgery-segmentation

Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge

rvos

RVOS: End-to-End Recurrent Network for Video Object Segmentation (CVPR 2019)

segloss

A collection of loss functions for medical image segmentation

stm

Video Object Segmentation using Space-Time Memory Networks

tensorflow

Computation using data flow graphs for scalable machine learning

ternausnet

UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

tianchivideocharactersegmentationpreliminary

time_series_muti_step_ahead_prediction

There is a safety concern about temperature spike during the cutting. Our goal is to predict the temperature spike height and location multiple steps ahead to prevent it by adjusting the parameters of the machine through a closed-loop control system.

transparent_latent_gan

Use supervised learning to illuminate the latent space of GAN for controlled generation and edit

ugatit

Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation

unet-segmentation-pytorch-nest-of-unets

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet