https://github.com/ryujaehun/vision

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https://github.com/ryujaehun/vision

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• Host: GitHub
• URL: https://github.com/ryujaehun/vision
• Owner: ryujaehun
• Created: 2018-06-25T06:20:20.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2018-06-25T06:20:41.000Z (over 6 years ago)
• Last Synced: 2023-07-31T15:11:49.613Z (over 1 year ago)
• Size: 1000 Bytes
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Deep Learning Vision  

___

## Object Detection

### 2013

|Title|Date|Paper|Code|

|---|---|---|---|

| Selective Search for Object Recognition | _11 Mar 2013_ | [paper](http://www.huppelen.nl/publications/selectiveSearchDraft.pdf) | None |  

| Rich feature hierarchies for accurate object detection and semantic segmentation | _1 Nov 2013_ | [arxiv](https://arxiv.org/abs/1311.2524) |  None|  

### 2014

|Title|Date|Paper|Code|

|---|---|---|---|

| Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition | _18 Jun 2014_ | [paper](https://arxiv.org/pdf/1406.4729.pdf) | [matlab](https://github.com/ShaoqingRen/SPP_net) |  

### 2015

|Title|Date|Paper|Code|

|---|---|---|---|

| Fast R-CNN | _30 Apr 2015_ | [arxiv](https://arxiv.org/pdf/1504.08083.pdf) |[matlab](https://github.com/rbgirshick/fast-rcnn) |  

| Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks | _4 Jun 2015_ | [arxiv](https://arxiv.org/pdf/1506.01497.pdf) |  [matlab](https://github.com/ShaoqingRen/faster_rcnn) [python](https://github.com/rbgirshick/py-faster-rcnn) |  

| You Only Look Once: Unified, Real-Time Object Detection | _8 Jun 2015_ | [arxiv](https://arxiv.org/pdf/1506.02640.pdf) |  [C++](https://pjreddie.com/darknet/yolo/)  |  

| SSD: Single Shot MultiBox Detector | _8 Dec 2015_ | [arxiv](https://arxiv.org/pdf/1512.02325.pdf)|  [caffe](https://github.com/weiliu89/caffe/tree/ssd) |  

### 2016

|Title|Date|Paper|Code|

|---|---|---|---|

| R-FCN: Object Detection via Region-based Fully Convolutional Networks | _20 May 2016_ | [arxiv](https://arxiv.org/pdf/1605.06409.pdf) |[matlab](https://github.com/daijifeng001/R-FCN) [caffe](https://github.com/daijifeng001/caffe-rfcn) |  

| PVANET: Deep but Lightweight Neural Networks for Real-time Object Detection | _23 Nov 2016_ | [arxiv](https://arxiv.org/pdf/1506.01497.pdf) |   [python](https://github.com/sanghoon/pva-faster-rcnn) |  

| Speed/accuracy trade-offs for modern convolutional object detectors | _30 Nov 2016_ | [arxiv](https://arxiv.org/pdf/1611.10012.pdf)|  None |  

| Feature Pyramid Networks for Object Detection | _9 Dec 2016_ | [arxiv](https://arxiv.org/pdf/1612.03144.pdf)|  [caffe2](https://github.com/facebookresearch/Detectron) |  

| Beyond Skip Connections: Top-Down Modulation for Object Detection| _20 Dec 2016_ | [arxiv](https://arxiv.org/pdf/1612.06851.pdf) |  [C++](http://pjreddie.com/yolo9000/)  |  

| YOLO9000: Better, Faster, Stronger | _25 Dec 2016_ | [arxiv](https://arxiv.org/pdf/1612.08242.pdf) |  [C++](http://pjreddie.com/yolo9000/)  |