Finding Lane Lines on the Road
The goals / steps of this project are the following:
- Make a pipeline that finds lane lines on the road
- Reflect on your work in a written report
###1. Pipeline description:
This pipeline consisted of 5-6 steps.
- Images to grayscale
- i modified this for the Challange Video
- added a little gaussian_blur
- applyed canny
- masked the image
- applyed hough_lines (multiple times with diffrent parameters)
In order to draw a single line on the left and right lanes, i added multiple hough transform layers and adjusted the parameters till the test images look fine. This is done to build a model that dont craches hard on lane change.
###2. Potential shortcomings with your current pipeline
One potential shortcoming would be what would happen when
- Lanes are not straigt lines
- Weather or light changes
###3. Possible improvements to your pipeline
- Adjust paramethers futher
- Add a nother hughg layer
- Continous lines should be treathed diffrtent then dashed ones
- Optical corrections shoud be applyed
- Frame overlapping processing
Another potential improvement could be to use stereo vision