Pedestrian detection is a significant research topic in the computer vision (CV) domain for longer period. Recently, deep learning (DL) and specifically convolutional neural network (CNN) exhibit improvement tasks such as object detection, segmentation, image classification, etc. With this motivation, study develops novel Colliding Bodies Optimization with Deep Learning based Robust Detection (...