📝
Tzu-Heng's wiki
  • Tzu-Heng's wiki
  • Machine Learning
    • Traditionals
    • Deep Learning
    • Image Classification (CNN)
    • Detection
    • Semantic Segmentation
    • Generative Adversarial Networks
    • Style Transfer
    • Recommender Systems
    • Meta Learning
  • Notes
    • Differientiable Sampling and Argmax
    • GAN theory
    • Multi-task Learning (MTL)
    • Disentanglement in GANs
    • CNN practical notes
    • 3D Clothes
    • OpenGL
    • Generative Art
    • nginx usage
    • Deploy Deep Learning Models
    • Character Motion Synthesis
  • Data Structure & Algorithms
    • Sorting Algorithms
Powered by GitBook
On this page
  • Survey Papers
  • Resources
  • Models
  • Using GANs
  • Others
  • Dataset
  • Post Processing
  • Metrics

Was this helpful?

  1. Machine Learning

Semantic Segmentation

sementic segmentation

PreviousDetectionNextGenerative Adversarial Networks

Last updated 3 years ago

Was this helpful?

Survey Papers

  • A Review on Deep Learning Techniques Applied to Semantic Segmentation

Resources

Models

  • FCN

  • DeepLab v1

  • Unet

  • DeepLab v2

  • PSPNet

  • DeepLab v3

  • DeepLab v3+

  • HRNet

Using GANs

Others

Dataset

Post Processing

  • Conditional Random Field (CRF)

Metrics

  • Intersection over Union (IoU)

Semantic Segmentation using Adversarial Networks

SegAN: Adversarial Network with Multi-scale L1 Loss for Medical Image Segmentation

SegGAN: Semantic Segmentation with Generative Adversarial Network

[1704.06857]
torchvision - semantic segmentation
CSAILVision/semantic-segmentation-pytorch
meetshah1995/pytorch-semseg
Tramac/awesome-semantic-segmentation-pytorch
speedinghzl/pytorch-segmentation-toolbox
[1411.4038]
[1412.7062]
[1505.04597]
[1606.00915]
[1612.01105]
[1706.05587]
[1802.02611]
[1908.07919]
[1611.08408]
[1706.01805]
[BigMM 2018]