Yet Another Computer Vision Index To Datasets (YACVID) - Details

Stand: 2018-12-13 000000m 16:40:22 - Overview

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Attribute Current Content New
Name (Institute + Shorttitle)20bn-Something-Something  
Description (include details on usage, files and paper references)The 20BN-SOMETHING-SOMETHING dataset is a large collection of densely-labeled video clips that show humans performing pre-defined basic actions with everyday objects. The dataset was created by a large number of crowd workers. It allows machine learning models to develop fine-grained understanding of basic actions that occur in the physical world. It is available free of charge for academic research. Commercial licenses are available upon request.

DATA FORMAT
The video data is provided as one large TGZ archive, split into parts of 1 GB max. The total download size is 25.2 GB. The archive contains directories numbered from 1 to 108499. Each directory corresponds to one video and contains JPG images with height 100px and variable width. The JPG images were extracted from the original videos at 12 frames per seconds. The filenames of the JPGs start at 00001.jpg. The number of JPGs varies as the length of the original videos varies.

https://arxiv.org/abs/1706.04261


20BN-SOMETHING-SOMETHING-DATASET
Total number of videos 108,499
Training Set 86,017
Validation Set 11,522
Test Set (w/o labels) 10,960
Labels 174

986 Holding something
979 Turning something upside down
924 Turning the camera left while filming something
914 Stacking number of something
914 Turning the camera right while filming something
888 Opening something
885 Approaching something with your camera
877 Picking something up
873 Pushing something so that it almost falls off but doesnt
864 Folding something
863 Moving something away from the camera
858 Closing something
850 Moving away from something with your camera
845 Turning the camera downwards while filming something
841 Pushing something so that it slightly moves
839 Turning the camera upwards while filming something
838 Pretending to pick something up
838 Showing something to the camera
833 Moving something up
830 Plugging something into something
830 Unfolding something
828 Putting something onto something
827 Showing that something is empty
825 Pretending to put something on a surface
825 Taking something from somewhere
824 Putting something next to something
821 Moving something towards the camera
820 Showing a photo of something to the camera
815 Pushing something with something
808 Throwing something
802 Pushing something from left to right
801 Something falling like a feather or paper
801 Throwing something in the air and letting it fall
796 Throwing something against something
793 Lifting something with something on it
788 Taking one of many similar things on the table
785 Showing something behind something
781 Putting something into something
780 Tearing something just a little bit
779 Moving something away from something
778 Tearing something into two pieces
777 Holding something next to something
777 Pushing something from right to left
776 Putting something, something and something on the table
775 Moving something closer to something
775 Pretending to take something from somewhere
774 Pretending to put something next to something
773 Uncovering something
772 Pouring something into something
772 Putting something and something on the table
772 Something falling like a rock
769 Moving something down
769 Pulling something from right to left
767 Throwing something in the air and catching it
763 Tilting something with something on it until it falls off
762 Putting something in front of something
760 Pretending to turn something upside down
759 Putting something on a surface
757 Pretending to throw something
756 Covering something with something
756 Showing something on top of something
753 Squeezing something
752 Putting something similar to other things that are already on the table
751 Lifting up one end of something, then letting it drop down
749 Taking something out of something
747 Moving part of something
745 Pulling something from left to right
744 Lifting something up completely without letting it drop down
743 Attaching something to something
743 Holding something in front of something
743 Moving something and something closer to each other
743 Putting something behind something
742 Pushing something so that it falls off the table
735 Holding something over something
734 Pretending to open something without actually opening it
732 Removing something, revealing something behind
729 Hitting something with something
727 Moving something and something away from each other
727 Touching (without moving) part of something
724 Pretending to put something into something
724 Showing that something is inside something
721 Lifting something up completely, then letting it drop down
720 Pretending to take something out of something
709 Holding something behind something
707 Laying something on the table on its side, not upright
700 Poking something so it slightly moves
699 Pretending to close something without actually closing it
698 Putting something upright on the table
690 Dropping something in front of something
687 Dropping something behind something
685 Lifting up one end of something without letting it drop down
682 Rolling something on a flat surface
677 Throwing something onto a surface
671 Showing something next to something
668 Dropping something onto something
668 Stuffing something into something
662 Dropping something into something
662 Piling something up
660 Letting something roll along a flat surface
658 Twisting something
643 Spinning something that quickly stops spinning
636 Putting number of something onto something
634 Moving something across a surface without it falling down
634 Putting something underneath something
628 Plugging something into something but pulling it right out as you remove your hand
627 Dropping something next to something
606 Poking something so that it falls over
593 Spinning something so it continues spinning
588 Poking something so lightly that it doesnt or almost doesnt move
585 Wiping something off of something
582 Moving something across a surface until it falls down
580 Pretending to poke something
570 Putting something that cannot actually stand upright upright on the table, so it falls on its side
566 Pulling something out of something
565 Scooping something up with something
562 Pretending to be tearing something that is not tearable
543 Burying something in something
542 Tipping something over
533 Tilting something with something on it slightly so it doesnt fall down
528 Pretending to put something onto something
522 Bending something until it breaks
512 Letting something roll down a slanted surface
509 Trying to bend something unbendable so nothing happens
505 Bending something so that it deforms
503 Digging something out of something
502 Pretending to put something underneath something
497 Putting something on a flat surface without letting it roll
479 Putting something on the edge of something so it is not supported and falls down
471 Pretending to put something behind something
471 Spreading something onto something
466 Sprinkling something onto something
463 Something colliding with something and both come to a halt
462 Pushing something off of something
453 Putting something that cant roll onto a slanted surface, so it stays where it is
451 Lifting a surface with something on it until it starts sliding down
433 Pretending or failing to wipe something off of something
433 Trying but failing to attach something to something because it doesnt stick
427 Pulling something from behind of something
423 Pushing something so it spins
420 Pouring something onto something
416 Pulling two ends of something but nothing happens
413 Moving something and something so they pass each other
413 Pretending to sprinkle air onto something
405 Putting something that cant roll onto a slanted surface, so it slides down
395 Something colliding with something and both are being deflected
386 Pretending to squeeze something
367 Pulling something onto something
362 Putting something onto something else that cannot support it so it falls down
358 Lifting a surface with something on it but not enough for it to slide down
358 Pouring something out of something
346 Moving something and something so they collide with each other
341 Tipping something with something in it over, so something in it falls out
339 Letting something roll up a slanted surface, so it rolls back down
318 Pretending to scoop something up with something
311 Pretending to pour something out of something, but something is empty
294 Pulling two ends of something so that it gets stretched
290 Failing to put something into something because something does not fit
288 Pretending or trying and failing to twist something
282 Trying to pour something into something, but missing so it spills next to it
277 Something being deflected from something
273 Poking a stack of something so the stack collapses
267 Spilling something onto something
245 Pulling two ends of something so that it separates into two pieces
229 Pouring something into something until it overflows
220 Pretending to spread air onto something
219 Twisting (wringing) something wet until water comes out
217 Poking a hole into something soft
207 Spilling something next to something
206 Poking a stack of something without the stack collapsing
183 Putting something onto a slanted surface but it doesnt glide down
170 Pushing something onto something
141 Poking something so that it spins around
121 Spilling something behind something
77 Poking a hole into some substance

 
URL Linkhttps://www.twentybn.com/datasets/something-something 
Files (#)108499 
References (SKIPPED)
Category (SKIPPED) 
Tags (single words, spaced)action recognition human video daily 
Last Changed2018-12-13 
Turing (2.12+3.25=?) :-)