GitHub 上有哪些比較好的計算機視覺/機器視覺的項目？

12-28

jbhuang0604/awesome-computer-vision · GitHub

來自 bayandin/awesome-awesomeness · GitHub ，各種領域的 Awesome。 [del]雖然絕大多數情況下都是馬了不看[/del]

Itseez/opencv · GitHub
PointCloudLibrary/pcl · GitHub
liuliu/ccv · GitHub
BVLC/caffe · GitHub

匿名用戶的回答更屌，強烈建議收藏！

我來回答幾個，以下的幾個代碼我都實際運行過，有一部分仔細讀過。

1. pdollar (Piotr Dollar) · GitHub
Piotr"s Computer Vision Matlab Toolbox，裡邊包含各種各樣的演算法，包括特徵提取、分割、分類稍等等。
Structured Edge Detection Toolbox，檢測中的edgebox演算法
MSCOCO API

2. DL系列
Caffe: GitHub - BVLC/caffe: Caffe: a fast open framework for deep learning.
model zoo: Model Zoo · BVLC/caffe Wiki · GitHub，這個裡邊包含了基於caffe實現的各種各樣的模型。
其實像Tensorflow、MatConvNet這些每一個都是很好的項目

3. voc-dpm
GitHub - rbgirshick/voc-dpm: Object detection system using deformable part models (DPMs) and latent SVM (voc-release5). You may want to use the latest tarball on my website. The github code may include code changes that have not been tested as thoroughly and will not necessarily reproduce the results on the website.

4. 鉛筆畫的自動生成，把一副圖像變成鉛筆水粉畫，感覺很酷很酷炫有木有
GitHub - candycat1992/PencilDrawing: :pencil2: Pencil drawing production.

非常多啊
先說說較大的框架項目：

OpenCV GitHub - opencv/opencv: Open Source Computer Vision Library
dlib GitHub - davisking/dlib: A toolkit for making real world machine learning and data analysis applications in C++
Caffe GitHub - BVLC/caffe: Caffe: a fast open framework for deep learning.
Mxnet GitHub - dmlc/mxnet: Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler;
tensorflow Search · tensorflow · GitHub

視覺這塊最主要的檢測以及追蹤
檢測：

RCNN，Fast-RCNN，Faster-RCNN 現在最主流的檢測框架，GitHub - rbgirshick/py-faster-rcnn: Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
SSD，達到實時的檢測演算法，GitHub - weiliu89/caffe at ssd
DPM，早期的檢測演算法，使用latent SVM GitHub - rbgirshick/voc-dpm: Object detection system using deformable part models (DPMs) and latent SVM (voc-release5). You may want to use the latest tarball on my website. The github code may include code changes that have not been tested as thoroughly and will not necessarily reproduce the results on the website.

追蹤：

TLD，非常魯棒的跟蹤演算法 GitHub - zk00006/OpenTLD: Official source code for TLD

安利一下我們的項目。。

https://github.com/sduirc/JumpCut

項目主頁上論文，代碼，視頻，ppt，數據集，結果都有。。

1.kinfu
Search · kinfu · GitHub
2.lsd_slam
tum-vision/lsd_slam · GitHub

我目前知道的感覺不錯的就他們了。
補充：
3. PTAM
Oxford-PTAM/PTAM-GPL · GitHub

SfM
https://github.com/snavely/bundler_sfm

TLD:
zk00006/OpenTLD · GitHub
目前作者已經開發了支持多目標的TLD 2.0，但源碼暫未開放

https://github.com/bytefish/facerec