https://zhuanlan.zhihu.com/p/87821359
1. Detection+Tracking:
ucbdrive/3d-vehicle-trackinggithub.com
2. OFT:
3. MonoGRNet:
Zengyi-Qin/MonoGRNetgithub.com
4. M3D-RPN:
garrickbrazil/M3D-RPNgithub.com
5. MonoPSR:
ZhixinLai/3D-detection-with-monocular-RGB-imagegithub.com
6. Pseudo-LiDAR:
mileyan/pseudo_lidargithub.com
7. 3D-DeepBox:
https://github.com/smallcorgi/3D-Deepboxgithub.com
1. 3d FCN:
yukitsuji/3D_CNN_tensorflowgithub.com
2. Vote3Deep:
https://github.com/sbperceptron/3D-Object-detection-from-Pointcloudgithub.com
3. PointNet:
charlesq34/pointnetgithub.com
4. PointNet (pytorch):
fxia22/pointnet.pytorchgithub.com
5. PointNet++:
charlesq34/pointnet2github.com
6. VoxelNet:
7. PointPillars:
https://github.com/nutonomy/second.pytorchgithub.com
8. PointPillars TensorRT:
https://github.com/SmallMunich/nutonomy_pointpillarsgithub.com
9. Complex-YOLO:
AI-liu/Complex-YOLOgithub.com
10. PIXOR:
11. PointRCNN:
sshaoshuai/PointRCNNgithub.com
1.
VincentCheungM/Run_based_segmentationgithub.com
2. SuperPoint-Graph:
loicland/superpoint_graphgithub.com
3. SequeezSeg:
BichenWuUCB/SqueezeSeggithub.com
4. SqueezeSeg2:
xuanyuzhou98/SqueezeSegV2github.com
5. SalsaNet:
Eren Aksoy / SalsaNetgitlab.com
6.
PRBonn/lidar-bonnetalgithub.com
1. MOT:
praveen-palanisamy/multiple-object-tracking-lidargithub.com
(Note: not deep learning-based)
1. MV3D:
bostondiditeam/MV3Dgithub.com
2. RoarNet:
3. AVOD:
4. F-PointNet:
charlesq34/frustum-pointnetsgithub.com
5. MV3D+VoxelNet:
aaronfriedman6/MV3D_VoxelNetgithub.com
(注:1-3链接被限制)
4. RedNet:
JindongJiang/RedNetgithub.com
5. ACNet:
anheidelonghu/ACNetgithub.com
6.
andyzeng/apc-vision-toolboxgithub.com
7.
yanx27/3DGNN_pytorchgithub.com
1.
https://github.com/mpizenberg/rgbd-tracking-evaluationgithub.com
(Not deep learning-based)
0.
1.
rbgirshick/fast-rcnngithub.com
2.
rbgirshick/py-faster-rcnngithub.com
3.
endernewton/tf-faster-rcnngithub.com
4.
5.
YOLO: Real-Time Object Detectionpjreddie.com
6.
7.
balancap/SSD-Tensorflowgithub.com
8.
quhezheng/caffe_yolo_v2github.com
9.
sualab/object-detection-yolov2-tfgithub.com
10.
11.
12.
matterport/Mask_RCNNgithub.com
13.
mystic123/tensorflow-yolo-v3github.com
14.
15.
zhaoweicai/cascade-rcnngithub.com
1
Face Detection Software Facial Recognition Source Code API SDKfacedetection.com
2
ageitgey/face_recognitiongithub.com
3
OpenFacecmusatyalab.github.io
4
5
davidsandberg/facenetgithub.com
6
7
deepinsight/insightfacegithub.com
Semantic Segmentation with RGB Image
1. TernausNet:
ternaus/TernausNetV2github.com
2.
MarvinTeichmann/MultiNetgithub.com
3.
MarvinTeichmann/KittiSeggithub.com
4.
vxy10/p5_VehicleDetection_Unetgithub.com
5.
ndrplz/self-driving-cargithub.com
6.
mvirgo/MLND-Capstonegithub.com
7.
https://github.com/zhujun98/semantic_segmentation/tree/master/fcn8s_roadgithub.com
1.
open-mmlab/mmdetectiongithub.com
2.
facebookresearch/Detectrongithub.com
3.
4.
5.
uber-research/UPSNetgithub.com
6.
liruilong940607/Pose2Seggithub.com
7.
1.
lelimite4444/BridgeDepthFlowgithub.com
2.
ishmav16/Dual-CNN-Models-for-Unsupervised-Monocular-Depth-Estimationgithub.com
3.
CVLAB-Unibo/Semantic-Mono-Depthgithub.com
4.
5.
MightyChaos/LKVOLearnergithub.com
6.
Huangying-Zhan/Depth-VO-Featgithub.com
7.
nianticlabs/monodepth2github.com
1.
ybsong00/CREST-Releasegithub.com
2.
martin-danelljan/ECOgithub.com
3.
4.
thias15/Context-Aware-CF-Trackinggithub.com
5.
alanlukezic/csr-dcfgithub.com
6.
7.
bertinetto/siamese-fcgithub.com
8.
9.
martin-danelljan/Continuous-ConvOpgithub.com
10.
11.
12.
13.
14.
15.
chaoma99/lct-trackergithub.com
16.
17.
1.
2.
JunaidCS032/MOTBeyondPixelsgithub.com
3.
4.
5.
bochinski/iou-trackergithub.com
6.
7.
8.
bochinski/iou-trackergithub.com
9.
Bitbucketbitbucket.org
10.
feichtenhofer/Detect-Trackgithub.com
11.
VisualComputingInstitute/towards-reid-trackinggithub.com
12.
13.
1. 3DMPPE:
mks0601/3DMPPE_ROOTNET_RELEASEgithub.com
2.
3.
eldar/pose-tensorflowgithub.com
4.
ildoonet/tf-pose-estimationgithub.com
5.
facebookresearch/DensePosegithub.com
1. TLNet:
1.
2.
CVLAB-Unibo/Real-time-self-adaptive-deep-stereogithub.com
3.
ut-amrl/stereo_dense_reconstructiongithub.com
4.
CVLAB-Unibo/Unsupervised-Adaptation-for-Deep-Stereogithub.com
5.
ZhijianJiang/DispNet-TensorFlowgithub.com
6.
epiception/SGM-Censusgithub.com
7.
gengshan-y/high-res-stereogithub.com
8.
1.
The Top 30 Optical Flow Open Source Projectsawesomeopensource.com
2.
3.
lmb-freiburg/flownet2github.com
4.
5.
6.
7.
1. Pano detection:
gdlg/panoramic-object-detectiongithub.com
2. Pano depth:
gdlg/panoramic-depth-estimationgithub.com
1.
2.
vincenzosantopietro/Image-denoising-using-CUFFTgithub.com
3.
zyg11/non-local-means-denoisinggithub.com
4.
5.
https://github.com/danxuhk/AttentionGatedMulti-ScaleFeatureLearninggithub.com
6.
7.
meteorshowers/RCF-pytorchgithub.com
8.
9.
shenwei1231/DeepContourgithub.com
10.
uschmidt83/shrinkage-fieldsgithub.com
11.
Bitbucketbitbucket.org
12.
13.
14.
https://github.com/cig-skoltech/NLNetgithub.com
15.
DmitryUlyanov/deep-image-priorgithub.com
16.
17.
18.
19.
20.
nothinglo/Deep-Photo-Enhancergithub.com
21.
TAMU-VITA/EnlightenGANgithub.com
22.
weichen582/RetinexNetgithub.com
23.
cs-chan/Exclusively-Dark-Image-Datasetgithub.com
24.
25.
26.
Ourshanabi/Burst-denoisinggithub.com
27.
https://github.com/dlut-dimt/DPE-Deep-Prior-Ensemblegithub.com
28.
ppooiiuuyh/ARCNN-FASTgithub.com
1.
Approximate Nearest Neighbor Librarywww.cs.umd.edu
2.
http://www.cs.ubc.ca/research/flann/www.cs.ubc.ca
3.
jlblancoc/nanoflanngithub.com
4.
5.
6.
cvlab-epfl/LIFTgithub.com
7.
Affine Covariant Featureswww.robots.ox.ac.uk
8.
9.
ignacio-rocco/cnngeometric_pytorchgithub.com
10.
mihaidusmanu/d2-netgithub.com
1.
snavely/bundler_sfmgithub.com
2.
3.
4.
5.
laurentkneip/opengvgithub.com
6.
7.
8.
https://github.com/cdcseacave/openMVS/github.com
9.
10.
11.
12.
13.
tum-vision/lsd_slamgithub.com
14.
15.
raulmur/ORB_SLAM2github.com
16.
17.
KumarRobotics/msckf_viogithub.com
18.
svip-lab/PlanarReconstructiongithub.com
19.
LCAD-UFES/WNN-CNN-GLgithub.com
20.
utiasSTARS/sun-bcnngithub.com
1.
2.
alexjc/neural-enhancegithub.com
3.
aamir-mustafa/super-resolution-adversarial-defensegithub.com
4.
Papers With Code : EdgeConnect: Generative Image Inpainting with Adversarial Edge Learningpaperswithcode.com
5.
JiahuiYu/generative_inpaintinggithub.com
6.
ShinyCode/image-outpaintinggithub.com
7.
amjltc295/VORNet-Spatio-temporally-Consistent-Video-Inpainting-for-Object-Removalgithub.com
8.
richzhang/colorizationgithub.com
9.
baldassarreFe/deep-koalarizationgithub.com
10.
msracver/Deep-Exemplar-based-Colorizationgithub.com
11.
ImagingLab/Colorizing-with-GANsgithub.com
1.
kundan2510/pixelCNNgithub.com
2.
3.
4.
AliaksandrSiarohin/pose-gangithub.com
5.
jwyang/lr-gan.pytorchgithub.com
6.
7.
yh-iro/Keras_TP-GANgithub.com
8.
1.
2.
3.
4.
facebookresearch/pythiagithub.com
5.
https://paperswithcode.com/paper/vqa-visual-question-answering#codepaperswithcode.com
6.
7.
jacobgil/pytorch-grad-camgithub.com
8.
https://github.com/zjuchenlong/sca-cnn.cvpr17github.com
编辑于 2020-01-14