/vision

list

Deep Learning Vision

Object Detection

2013

Title Date Paper Code
Selective Search for Object Recognition 11 Mar 2013 paper None
Rich feature hierarchies for accurate object detection and semantic segmentation 1 Nov 2013 arxiv None

2014

Title Date Paper Code
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition 18 Jun 2014 paper matlab

2015

Title Date Paper Code
Fast R-CNN 30 Apr 2015 arxiv matlab
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks 4 Jun 2015 arxiv matlab python
You Only Look Once: Unified, Real-Time Object Detection 8 Jun 2015 arxiv C++
SSD: Single Shot MultiBox Detector 8 Dec 2015 arxiv caffe

2016

Title Date Paper Code
R-FCN: Object Detection via Region-based Fully Convolutional Networks 20 May 2016 arxiv matlab caffe
PVANET: Deep but Lightweight Neural Networks for Real-time Object Detection 23 Nov 2016 arxiv python
Speed/accuracy trade-offs for modern convolutional object detectors 30 Nov 2016 arxiv None
Feature Pyramid Networks for Object Detection 9 Dec 2016 arxiv caffe2
Beyond Skip Connections: Top-Down Modulation for Object Detection 20 Dec 2016 arxiv C++
YOLO9000: Better, Faster, Stronger 25 Dec 2016 arxiv C++