cfizette / road-sign-cascades

Collection of HAAR and LBP cascades designed to recognize various street signs

road-sign-cascades

Collection of HAAR and LBP cascades designed to recognize various street signs.

What's included?

• Data folder: Contains data from each stage of training. Can be used to create lower stage cascades or to train to further stages.
• info.txt: Contains notes about the training data as well as parameters used during training. Created for my own use but maybe you will find them to be helpful.
• A few cascades. Tried to include the ones that I felt performed the best. However you can use the data folders to create cascades of different stages. Sometimes lower stage cascades work better than higher stage ones.
• Vector files: Each folder contains a vector file of positive images used during training. Use to train cascades using custom parameters or to train cascades further than I did.

Notes:

Traffic Light cascade needs work. Low detection rate.

road-sign-cascades's Issues

How did you generate thousands of positive images?

I found that there are more thousands of positive images and I don't know how to do it. Could you please tell me some details about it? Just commands and project structure is okay. Thank you very much.

Create Haarcascade file

How to create haarcascade file?
I need a suggestion from you, Bro.