A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection

25 Jul 2016Zhaowei CaiQuanfu FanRogerio S. FerisNuno Vasconcelos

A unified deep neural network, denoted the multi-scale CNN (MS-CNN), is proposed for fast multi-scale object detection. The MS-CNN consists of a proposal sub-network and a detection sub-network... (read more)

PDF Abstract

Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Pedestrian Detection Caltech MS-CNN Reasonable Miss Rate 9.95 # 13
Face Detection WIDER Face (Hard) MSCNN AP 0.809 # 7