Swiftnet

Swiftnet implemented by tensorflow

Paper

The code is impledmented according to the following papers.

• In Defense of Pre-trained ImageNet Architectures for Real-time Semantic Segmentation of Road-driving Images

Main Dependencies

tensorflow 1.12
Open CV
Python 3.6.5

Note

In the future, I will update the demo code for change version of swiftnet which possess a higher IoU. The pre-trained parameters of ResNet-18 is on https://pan.baidu.com/s/16OjEC-GcWvGIj0eWVe9RiQ.