This paper presents an FPGA implementation of a Support Vector Machine (SVM) classification using the DSP slices and block RAMs in the Xilinx Virtex-6 family FPGA. In our approach, the SVM ...

Support Vector Machine is a supervised machine learning algorithm, ... Fig [3]: Block diagram of the vehicle classification process. Vehicle counting is done as follows: The moving objects foreground ...

This paper presents an FPGA implementation of a Support Vector Machine (SVM) classification using the DSP slices and block RAMs in the Xilinx Virtex-6 family FPGA. In our approach, the SVM ...