liaojiacai / kitti_semantic_segmentation

A semantic Segmentation model used to identify road surfaces for self-driving car applications. Implemented in Tensorflow and trained on the Kitti Road Dataset.

Home Page:http://ronny.rest/portfolio/kitti_seg

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Semantic Segmentation on the Kitti dataset

A deep neural network is trained for the task of semantic segmentation of images.

...

Data

The data used is the The KITTI road data.

The specific dataset file used can be downloaded with this link

Preparing the data

Notes coming soon.

Model architecture

...

Results

...

About

A semantic Segmentation model used to identify road surfaces for self-driving car applications. Implemented in Tensorflow and trained on the Kitti Road Dataset.

http://ronny.rest/portfolio/kitti_seg


Languages

Language:Python 100.0%