目录
目录
视频下载链接
http://serre-lab.clps.brown.edu/wp-content/uploads/2013/10/hmdb51_org.rar
标签下载
http://serre-lab.clps.brown.edu/wp-content/uploads/2013/10/test_train_splits.rar
hmdb介绍
HMDB51包含51类动作,共有6849个视频,每个动作至少包含101个视频,分辨率320*240,。来自于YouTube,google视频等,共2G
论文地址:
https://dspace.mit.edu/bitstream/handle/1721.1/69981/Poggio-HMDB.pdf
官网地址
UCF101 – Action Recognition Data Set – Center for Research in Computer Vision
其它
annotations下载解压后为:
videos下载解压后为
用于行为识别还需
若用于行为识别还需要将videos换成rawframes。转方式有(denseflow,opencv)此处不做过多介绍,只是告诉你运行代码还需要进行转换。
帧标注(rawframe annotation)
帧数据集(rawframe dataset)标注文件由多行文本组成,每行代表一个样本,每个样本分为三个部分,分别是 文件夹
(rawframe directory of relative path), 总帧数
(total frames)以及 标签
(label),通过空格进行划分
示例如下:
laugh/Best_Of_Skype_Laughter_Chain_laugh_h_nm_np3_fr_med_24 148 23
drink/OldSchool_drink_h_nm_np1_fr_goo_4 73 10
punch/PracticingBoxingonaDoubleEndBag-LeadRightwithaHook_punch_u_nm_np1_fr_med_13 99 27
drink/Italian_Job_4_drink_u_nm_np1_fr_goo_0 131 10
push/Neil_pushing_wagon_push_f_cm_np1_fr_bad_3 106 28
sit/Prelinger_HabitPat1954_sit_u_cm_np1_le_med_8 75 37
视频标注(video annotation)
视频数据集(video dataset)标注文件由多行文本组成,每行代表一个样本,每个样本分为两个部分,分别是 文件(相对)路径
(filepath of relative path) 和 标签
(label),通过空格进行划分
pour/Bottoms_Up_-_Bartending_Lesson__The_Margarita!_pour_u_nm_np1_fr_goo_0.avi 25
walk/SchoolRulesHowTheyHelpUs_walk_f_cm_np1_fr_med_2.avi 49
ride_bike/1996_Tour_de_France_-_Indurain_Cracks_ride_bike_f_cm_np1_ri_med_2.avi 30
walk/The_House_on_Haunted_Hill_walk_u_cm_np1_fr_med_14.avi 49
fall_floor/KUNG_FU_HUSTLE_fall_floor_f_cm_np1_le_med_41.avi 12
punch/PracticingBoxingonaDoubleEndBag-LeadRightwithaHook_punch_u_nm_np1_fr_med_12.avi 27
kiss/veoh_harold_and_kumar_kiss_h_nm_np2_fr_goo_20.avi 22
punch/RETURN_OF_THE_KING_punch_u_cm_np1_ri_med_34.avi 27