sriharsha0806/semantic_segmentation

Semantic Segmetation

This repository contains Code and Papers I found useful for Semantic Segmentation

Evaluation metrics for image segmentation inspired by paper Fully Convolutional Networks for Semantic Segmentation.

Pixel accuracy

Mean accuracy

Mean IU

Frequency Weighted IU

Explanatory notes

• n_cl : number of classes included in ground truth segmentation
• n_ij : number of pixels of class i predicted to belong to class j
• t_i : total number of pixels of class i in ground truth segmentation =======

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Datasets

Models

Visualization of methods

Performance results on PASCAL VOC 2012

Performance results on PASCAL Context

Performance results on PASCAL-Person-Part

Performance results on CamVid

Performance results on CityScapes

Performance results on Stanford Background

Performance results on Sift Flow

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