資源簡介
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields ? 源代碼 open pose 實時人體姿態估計 caffe+python+matlab
代碼片段和文件信息
function?param?=?config(id)
%%?set?this?part
%?GPU?device?number?(doesn‘t?matter?for?CPU?mode)
GPUdeviceNumber?=?0;
%?Select?model?(default:?5)
param.modelID?=?id;
%?Use?click?mode?or?not.?If?yes?(1)?you?will?be?asked?to?click?on?the?center
%?of?person?to?be?pose-estimated?(for?multiple?people?image).?If?not?(0)
%?the?model?will?simply?be?applies?on?the?whole?image.
param.click?=?1;
%?Scaling?paramter:?starting?and?ending?ratio?of?person?height?to?image
%?height?and?number?of?scales?per?octave
%?warning:?setting?too?small?starting?value?on?non-click?mode?will?take
%?large?memory
%?CPU?mode?or?GPU?mode
param.use_gpu?=?1;
param.test_mode?=?3;
param.vis?=?1;
param.octave?=?6;
param.starting_range?=?0.8;
param.ending_range?=?2;
param.min_num?=?4;
param.mid_num?=?10;
%?the?larger?the?crop_ratio?the?smaller?the?windowsize
param.crop_ratio?=?2.5;?%2
param.bbox_ratio?=?0.25;?%0.5
%?applyModel_max
param.max?=?0;
%?use?average?heatmap
param.merge?=?‘avg‘;
%?path?of?your?caffe
caffepath?=?‘/home/zhecao/caffe/matlab‘;
%COCO?parameter
if?id?==?1
????param.scale_search?=?[0.5?1?1.5?2];
????param.thre1?=?0.1;
????param.thre2?=?0.05;?
????param.thre3?=?0.5;?
????param.model(id).caffemodel?=?‘../model/_trained_COCO/pose_iter_440000.caffemodel‘;
????param.model(id).deployFile?=?‘../model/_trained_COCO/pose_deploy.prototxt‘;
????param.model(id).description?=?‘COCO?Pose56?Two-level?Linevec‘;
????param.model(id).boxsize?=?368;
????param.model(id).padValue?=?128;
????param.model(id).np?=?18;?
????param.model(id).part_str?=?{‘nose‘?‘neck‘?‘Rsho‘?‘Relb‘?‘Rwri‘?...?
?????????????????????????????‘Lsho‘?‘Lelb‘?‘Lwri‘?...
?????????????????????????????‘Rhip‘?‘Rkne‘?‘Rank‘?...
?????????????????????????????‘Lhip‘?‘Lkne‘?‘Lank‘?...
?????????????????????????????‘Leye‘?‘Reye‘?‘Lear‘?‘Rear‘?‘pt19‘};
end
%MPI?parameter
if?id?==?2
????param.scale_search?=?[0.7?1?1.3];
????param.thre1?=?0.05;
????param.thre2?=?0.01;
????param.thre3?=?3;
????param.thre4?=?0.1;
????
????param.model(id).caffemodel?=?‘../model/_trained_MPI/pose_iter_146000.caffemodel‘;
????param.model(id).deployFile?=?‘../model/_trained_MPI/pose_deploy.prototxt‘;
????
????param.model(id).description?=?‘MPI?Pose43?Two-level?LineVec‘;
????param.model(id).boxsize?=?368;
????param.model(id).padValue?=?128;
????param.model(id).np?=?15;?
????param.model(id).part_str?=?{‘Nose‘?‘Neck‘?‘Rsho‘?‘Relb‘?‘Rwri‘?...?
?????????????????????????????‘Lsho‘?‘Lelb‘?‘Lwri‘?...
?????????????????????????????‘Rhip‘?‘Rkne‘?‘Rank‘?...
?????????????????????????????‘Lhip‘?‘Lkne‘?‘Lank‘?‘center‘};
end
disp(caffepath);
addpath(caffepath);
caffe.set_mode_gpu();
caffe.set_device(GPUdeviceNumber);
caffe.reset_all();
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\
?????文件??????????18??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\.gitignore
?????文件???????????0??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\.gitmodules
?????文件????????9686??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\LICENSE
?????文件????????5258??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\README.md
?????目錄???????????0??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\model\
?????目錄???????????0??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\model\_trained_COCO\
?????文件???????46106??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\model\_trained_COCO\pose_deploy.prototxt
?????目錄???????????0??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\model\_trained_MPI\
?????文件???????46108??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\model\_trained_MPI\pose_deploy.prototxt
?????目錄???????????0??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\readme\
?????文件??????974405??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\readme\arch.png
?????文件?????2086052??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\readme\dance.gif
?????文件?????2887504??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\readme\pose.gif
?????文件?????2040076??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\readme\shake.gif
?????目錄???????????0??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\testing\
?????文件????????2708??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\testing\config.m
?????文件?????????708??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\testing\demo.m
?????文件????????2814??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\testing\evalCOCO.m
?????文件????????3113??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\testing\evalMPII.m
?????文件?????????262??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\testing\get_model.sh
?????目錄???????????0??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\testing\python\
?????目錄???????????0??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\testing\python\.ipynb_checkpoints\
?????文件????10975518??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\testing\python\.ipynb_checkpoints\demo-checkpoint.ipynb
?????文件?????????772??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\testing\python\config
?????文件????????1189??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\testing\python\config_reader.py
?????文件?????5927062??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\testing\python\demo.ipynb
?????文件????????2642??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\testing\python\util.py
?????目錄???????????0??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\testing\sample_image\
?????文件??????305923??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\testing\sample_image\ski.jpg
?????文件??????646367??2017-11-29?21:42??Realtime_Multi-Person_Pose_Estimation-master\testing\sample_image\upper.jpg
............此處省略98個文件信息
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