HACS

by Hang Zhao,Zhicheng Yan,Lorenzo Torresani,Antonio TorralbaResearch Only

HACS

This project introduces a novel video dataset, named HACS (Human Action Clips and Segments). It consists of two kinds of manual annotations. HACS Clips contains 1.55M 2-second clip annotations; HACS Segments has complete action segments (from action start to end) on 50K videos. The large-scale dataset is effective for pretraining action recognition and localization models, and also serves as a new benchmark for temporal action localization. (*SLAC dataset is now part of HACS dataset.)

Dataset Attributes

Label SVG
TasksClassification
Label SVG
CategoriesHumans, Actions, Activities
Label SVG
SensorRGB Camera

Class Labels

Applying sunscreenArcheryArm wrestlingAssembling bicycleBaking cookiesBalletBathing dogBaton twirlingBeach soccerBeer pongBelly danceBlow-drying hairBlowing leavesBMXBraiding hairBreakdancingBrushing hairBrushing teethBuilding sandcastlesBullfightingBungee jumpingCalf ropingCamel rideCanoeingCapoeiraCarving jack-o-lanternsChanging car wheelCheerleadingChopping woodClean and jerkCleaning shoesCleaning sinkCleaning windowsClipping cat clawsCricketCroquetCumbiaCurlingCutting the grassDecorating the Christmas treeDisc dogDiscus throwDodgeballDoing a powerbombDoing crunchesDoing fencingDoing karateDoing kickboxingDoing motocrossDoing nailsDoing step aerobicsDrinking beerDrinking coffeeDrum corpsElliptical trainerFixing bicycleFixing the roofFun sliding downFutsalGargling mouthwashGetting a haircutGetting a piercingGetting a tattooGrooming dogGrooming horseHammer throwHand car washHand washing clothesHanging wallpaperHaving an ice creamHigh jumpHitting a pinataHopscotchHorseback ridingHula hoopHurlingIce fishingInstalling carpetIroning clothesJavelin throwKayakingKite flyingKneelingKnittingLaying tileLayup drill in basketballLong jumpLongboardingMaking a cakeMaking a lemonadeMaking a sandwichMaking an omeletteMixing drinksMopping floorMowing the lawnPaintballPaintingPainting fencePainting furniturePeeling potatoesPing-pongPlasteringPlatform divingPlaying accordionPlaying badmintonPlaying bagpipesPlaying beach volleyballPlaying blackjackPlaying congasPlaying drumsPlaying field hockeyPlaying flautaPlaying guitarPlaying harmonicaPlaying ice hockeyPlaying kickballPlaying lacrossePlaying pianoPlaying poloPlaying poolPlaying racquetballPlaying rubik cubePlaying saxophonePlaying squashPlaying ten pinsPlaying violinPlaying water poloPole vaultPolishing furniturePolishing shoesPowerbockingPreparing pastaPreparing saladPutting in contact lensesPutting on makeupPutting on shoesRaftingRaking leavesRemoving curlersRemoving ice from carRiding bumper carsRiver tubingRock climbingRock-paper-scissorsRollerbladingRoof shingle removalRope skippingRunning a marathonSailingScuba divingSharpening knivesShavingShaving legsShot putShoveling snowShuffleboardSkateboardingSkiingSlackliningSmoking a cigaretteSmoking hookahSnatchSnow tubingSnowboardingSpinningSpread mulchSpringboard divingStarting a campfireSumoSurfingSwimmingSwinging at the playgroundTable soccerTai chiTangoTennis serve with ball bouncingThrowing dartsTrimming branches or hedgesTriple jumpTug of warTumblingUsing parallel barsUsing the balance beamUsing the monkey barUsing the pommel horseUsing the rowing machineUsing uneven barsVacuuming floorVolleyballWakeboardingWalking the dogWashing dishesWashing faceWashing handsWaterskiingWaxing skisWeldingWindsurfingWrapping presentsZumba