msddmzy/avm_ss

https://link.springer.com/article/10.1007%2Fs00138-018-0986-z

Semantic segmentation for Around View Monitoring System

Introduction

This is an implementation of the semantic segmentation algorithm for around view monitoring system in my paper (Semantic segmentation-based parking space detection with standalone around view monitoring system). This repository provides runnable codes with the trained model.

Test environment

• opencv 3.3.1
• numpy 1.15.2
• matplotlib 2.2.3
• tensorflow 1.5.0 (GPU is preferable)

Model download

• You can download the trained model using this link, and then you should move the model file to ./models folder

Inference result