This repo is used for fruit classification project which is developed on HDevelop (HALCON ver12). The training images are in the halcon's example image folder, named "vegetables" which its path is "C\Users\Public\Documents\MVTec\HALCON-12\examples\images\food\vegetables" There're 10 types (Class) of fruit in this image set. The codes consist of 3 files for each work in the machine learning framework.
- Create the image set file
- Training
- Validation (testing)
The architecture of the classifier can be
- Neural network (MLP)
- SVM
- kNN