Object Detection from Video
object detection from video by using Faster R-CNN and Siamese. My object detection algorithm is composed of two networks which are Faster R-CNN and Fully-Convolutional Siamese Networks. This code has been implemented and tested on Ubuntu 16.04.3 LTS, MATLAB 2015a (with GPU mode: NVIDIA GTX 1070)
I used Faster R-CNN as a still-image detector. You can find the original paper and code of Faster R-CNN in the link below.
Also I used Fully-convolutional Siamese Networks as a tracker. You can find the original paper and code of Fully-convolutional Siamese Networks in the link below.
My algorithm can be applied to ImageNet Object Detection from Video Challenge.