Artificial Intelligence in practice: License Plate Recognition with application of SVM, KNN and RBM algorithms

In case of License Plate Recognition we can apply such methods of AI like  SVM, KNN and RBM (based on Boltzmann machine) algorithms. Works very fine in real time. Mentioned methods are using in detect and recognize of characters located on licence plate. All analyzes are performed on a trained model. So not only CNN can […]

Read More Artificial Intelligence in practice: License Plate Recognition with application of SVM, KNN and RBM algorithms

FPGA processor: Deep Learning for security barrier camera sample to perform vehicle detection, vehicle attributes and license-plate recognition tasks. 

The demo illustrates my own solution for security barrier camera sample with pre-trained models to perform vehicle detection, vehicle attributes and license-plate recognition tasks. Solution bases on Intel and dedicated for mainly FPGA, but also works on CPU, GPU processors. Software written in low-level C/C++. Please pay attention that solution extracts region of country (i.e. […]

Read More FPGA processor: Deep Learning for security barrier camera sample to perform vehicle detection, vehicle attributes and license-plate recognition tasks.