Pedestrian Detection Using CUDA

This repository uses CUDA to calculate the HOG features for an image parallely. Then further evaluates the given HOG features for several images parallely using SVM for presence of pedestrian.

Dependencies

Sklearn
Open CV
CUDA Toolkit

Installing

git clone https://github.com/shreyshrivastava4799/Pedestrian-Detection-Using-CUDA.git
cd Pedestrian-Detection-Using-CUDA
make
./convolution

Paper
Dataset
Resource