AViD

by AJ PiergiovanniMIT

AViD

AViD is a large-scale video dataset with 467k videos and 887 action classes. Importantly, AViD has several key attributes: Static The collected videos have a creative-commons license, allowing us to create and distribute a static dataset. Unlike other YouTube-based datasets (e.g., Kinetics), the dataset is static and easily downloadable enabling reproducible research. We further release this dataset under a flexible MIT license, unlike more restrictive video datasets (e.g., Moments-in-Time and SomethingSomething) Anonymized All the faces in the videos have been blurred so that no person can be identified. Diverse The videos have been collected from a wide range of countries and sources. This is important as some actions, for example greeting, are performed differently in different cultures. Other actions, like news broadcasts, can have different text depending on the country.

Dataset Attributes

Label SVG
TasksAction Recognition
Label SVG
CategoriesActions, Gestures, Movement
Label SVG
SensorWeb sampling

Class Labels

AbseilingAcoustic GuitarAcrobatic GymnasticsActing In PlayAdjusting GlassesAerobicsAir DrummingAir TravelAirbrushAlligator WrestlingAlpine ClimbingAlpine SkiingAmusement ParkAnswering QuestionsApplaudingApplying CreamArchaeological ExcavationArcheryArguingArm WrestlingArranging FlowersArrestingAssembling BicycleAssembling ComputerAttending ConferenceAuctioningBaby TransportBaby Waking UpBackflip (Human)Backpacking (Wilderness)BakingBaking CookiesBalance BeamBalloon BlowingBandagingBarbellBarbequingBartendingBase JumpingBathingBathing DogBatting (Cricket)Batting CageBattle Rope TrainingBeatboxingBee KeepingBelly DancingBench PressingBending BackBending MetalBiceps CurlBicyclingBiking Through SnowBlasting SandBlending FruitBlowing GlassBlowing LeavesBlowing NoseBlowing Out CandlesBmx BikeBoatingBobsleddingBody PiercingBodyboardingBodysurfingBodyweight ExerciseBookbindingBottlingBouncing BallBouncing Ball (Not Juggling)Bouncing On Bouncy CastleBouncing On TrampolineBowlingBowling (Cricket)Braiding HairBreading Or BreadcrumbingBreakdancingBreakingBreaking BoardsBreaking GlassBreathing FireBrush PaintingBrushing HairBrushing TeethBuilding CabinetBuilding LegoBuilding SandcastleBuilding ShedBull FightingBulldozerBulldozingBungee JumpingBurpingBuskingButtoningCake DecoratingCalculatingCalligraphyCampingCanoeing Or KayakingCapoeiraCaporalesCapsizingCard StackingCard ThrowingCard TricksCarp FishingCarrying BabyCarrying WeightCartwheelingCarving IceCarving MarbleCarving PumpkinCarving Wood With A KnifeCasting Fishing LineCatching FishCatching Or Throwing BaseballCatching Or Throwing FrisbeeCatching Or Throwing SoftballCelebratingChanging Gear In CarChanging OilChanging WheelChasingChecking TiresChecking WatchCheerleadingChiseling StoneChiseling WoodChopping MeatChopping VegetablesChopping WoodChristmasCircusClam DiggingClay Pottery MakingClean And JerkCleaning FloorCleaning GuttersCleaning PoolCleaning ShoesCleaning ToiletCleaning WindowsClimbing A RopeClimbing LadderClimbing TreeClosing DoorColoring InCombatComedianConcertConstructionContact JugglingContortingCookingCooking ChickenCooking EggCooking On CampfireCooking SausagesCooking Sausages (Not On Barbeque)Cooking ScallopsCooking ShowCosplayingCounting MoneyCountry Line DancingCracking KnucklesCracking NeckCrawling BabyCricketCrochetingCrossing RiverCrouchingCryingCumbiaCurling (Sport)Curling HairCutting AppleCutting CakeCutting NailsCutting OrangeCutting PineappleCutting WatermelonDancingDancing BalletDancing CharlestonDancing Gangnam StyleDancing MacarenaDashcamDeadliftingDealing CardsDecorating The Christmas TreeDecoupageDelivering MailDemolitionDiggingDiningDirecting TrafficDirt Track RacingDisc GolfingDisc JockeyDiving CliffDocking BoatDodgeballDog AgilityDoing AerobicsDoing Jigsaw PuzzleDoing LaundryDoing NailsDoing SudokuDoing WheelieDrag RacingDrawingDressageDribbling BasketballDrifting (Motorsport)DrinkingDrinking BeerDrinking ShotsDriving CarDriving TractorDroolingDrop KickingDrumming FingersDumbbellDump TruckDumpster DivingDune BuggyDunking BasketballDying HairEating BurgerEating CakeEating CarrotsEating ChipsEating DoughnutsEating HotdogEating Ice CreamEating NachosEating SpaghettiEating Street FoodEating WatermelonEgg HuntingElectric GuitarEmbroideringEmbroideryEnduroEntering ChurchExercising ArmExercising With An Exercise BallExplosionExtinguishing FireExtreme SportFaceplantingFalling Off BikeFalling Off ChairFeeding BirdsFeeding FishFeeding GoatsBuilding FenceFencing (Sport)FestivalFidgetingField HockeyFigure SkatingFilling CakeFilling EyebrowsFinger SnappingFingerboard (Skateboard)FirefighterFireworksFixing BicycleFixing HairFlamencoFlint KnappingFlipping BottleFlipping PancakeFly TyingFlying KiteFolding ClothesFolding NapkinsFolding PaperForkliftFrench HornFront RaisesFryingFrying VegetablesGamblingGarbage CollectingGardeningGarglingGeocachingGetting A HaircutGetting A PiercingGetting A TattooGiving Or Receiving AwardGlidingGo-KartGold PanningGolf ChippingGolf DrivingGolf PuttingGospel Singing In ChurchGreetingGrinding MeatGrooming CatGrooming DogGrooming HorseGymnasticsGymnastics TumblingHammer ThrowHand Washing ClothesHead StandHeadbangingHeadbuttingHeavy EquipmentHelmet DivingHerding CattleHigh FivingHigh JumpHigh KickHikingHistorical ReenactmentHitchhikingHitting BaseballHockey StopHolding SnakeHome ImprovementHome Roasting CoffeeHopscotchHorse RacingHoverboardingHuddlingHuggingHugging (Not Baby)Hugging BabyHula HoopingHuntingHurdlingHurling (Sport)Ice ClimbingIce DancingIce FishingIce SkatingIce SwimmingInflating BalloonsInstalling CarpetIroningIroning HairJavelin ThrowJaywalkingJetskiingJoggingJugglingJuggling BallsJuggling FireJuggling Soccer BallJumpingJumping BicycleJumping Into PoolJumping JacksJumping SofaJumpstyle DancingKaraokeKick (Football)KickboxingKickflipKicking Field GoalKicking Soccer BallKissingKitesurfingKnittingKrumpingLand SailingLanding AirplaneLaughingLawn Mower RacingLaying BricksLaying ConcreteLaying DeckingLaying StoneLaying TilesLeatherworkingLetting Go Of BalloonLickingLifting HatLightingLighting CandleLighting FireListening With HeadphonesLock PickingLoggingLong JumpLongboardingLooking At PhoneLooking In MirrorLugeLungeMaking A CakeMaking A SandwichMaking Balloon ShapesMaking BedMaking BubblesMaking CheeseMaking HorseshoesMaking JewelryMaking Latte ArtMaking Paper AeroplanesMaking PizzaMaking SnowmanMaking SushiMaking TeaMaking The BedManicureManufacturingMarchingMarching BandMarimbaMarriage ProposalMassaging BackMassaging FeetMassaging LegsMassaging NeckMechanicMetal DetectingMetal WorkingMilking CowMilking GoatMinibikeMixing ColoursModel BuildingMonster TruckMoon WalkingMopping FloorMosh Pit DancingMotocrossMotorcyclingMountain BikingMountain Climber (Exercise)Moving BabyMoving ChildMoving FurnitureMowing LawnMushroom ForagingMusical EnsembleNeedle FeltingNews AnchoringNews PresenterNightclubNoneOffroadingOllie (Skateboarding)OmeletteOpening BottleOpening Bottle (Not Wine)Opening CoconutsOpening DoorOpening PresentOpening RefrigeratorOpening Wine BottleOrchestraOrigamiOutdoor RecreationPackingParadeParaglidingParasailingParkourPassing American FootballPassing Soccer BallPeeling ApplesPeeling BananaPeeling PotatoesPenalty Kick (Association Football)Person Collecting GarbagePersonal ComputerPetting AnimalPetting Animal (Not Cat)Petting CatPetting HorsePhotobombingPhotocopyingPicking ApplesPicking BlueberriesPicking FruitPilatesPillow FightPinchingPipe OrganPirouettingPlaning WoodPlanting TreesPlasteringPlaying AccordionPlaying American FootballPlaying BadmintonPlaying BagpipesPlaying BanjoPlaying BasketballPlaying Bass GuitarPlaying Beer PongPlaying BilliardsPlaying BlackjackPlaying CardsPlaying CelloPlaying CheckersPlaying ChessPlaying ClarinetPlaying ControllerPlaying CricketPlaying CymbalsPlaying DartsPlaying DidgeridooPlaying DominoesPlaying DrumsPlaying FiddlePlaying Field HockeyPlaying FlutePlaying GongPlaying GuitarPlaying Hand Clapping GamesPlaying HandballPlaying HarmonicaPlaying HarpPlaying Ice HockeyPlaying KeyboardPlaying KickballPlaying Laser TagPlaying LutePlaying MahjongPlaying MaracasPlaying MarblesPlaying MonopolyPlaying NetballPlaying OboePlaying OcarinaPlaying OrganPlaying PaintballPlaying Pan PipesPlaying PianoPlaying PiccoloPlaying PinballPlaying Ping PongPlaying PokerPlaying PoloPlaying RecorderPlaying Road HockeyPlaying RoundersPlaying Rubiks CubePlaying RugbyPlaying SaxophonePlaying ScrabblePlaying ShuffleboardPlaying Slot MachinePlaying Snare DrumPlaying SoccerPlaying Squash Or RacquetballPlaying TennisPlaying TimbalesPlaying TrombonePlaying TrumpetPlaying TubaPlaying UkulelePlaying ViolaPlaying ViolinPlaying VolleyballPlaying With ToysPlaying With TrainsPlaying XylophonePlumbingPoaching EggsPoking BellybuttonPole VaultPolishing FurniturePolishing MetalPopping BalloonsPouring BeerPouring MilkPouring WinePrayingPreacherPreparing SaladPresenting Weather ForecastPretending To Be A StatueProtestingPull UpsPullingPulling Espresso ShotPulling RopePulling Rope (Game)Pumping FistPumping GasPunching BagPunching PersonPush UpPushing CarPushing CartPushing WheelbarrowPushing WheelchairPutting On FoundationPutting On LipstickPutting On SariPutting On ShoesPutting Wallpaper On WallQueuingRacingRadio-Controlled ModelRaftingRainRallyingReading BookReading NewspaperRecipeRecording MusicRecreational FishingRepairing PunctureRiding A BikeRiding CamelRiding ElephantRiding Mechanical BullRiding MuleRiding Or Walking With HorseRiding ScooterRiding Snow BlowerRiding UnicycleRipping PaperRoastingRoasting MarshmallowsRoasting PigRobot DancingRock ClimbingRock Scissors PaperRockingRoller CoasterRoller SkatingRolling PastryRope PushdownRowing (Sport)RunningRunning On TreadmillSailingSalsa DancingSalutingSanding FloorSanding WoodSausage MakingSawing WoodScrambling EggsScrapbookingScreen PrintingScrubbing FaceScuba DivingSeasoning FoodSeparating EggsServe (Tennis)Setting TableSewingShaking HandsShaking HeadShaping Bread DoughSharpening KnivesSharpening PencilShaving HeadShaving LegsShearing SheepShining FlashlightShining ShoesShooting BasketballShooting Off FireworksShoppingShot PutShoutingShoveling SnowShredding PaperShruggingShucking OystersShuffling CardsShuffling FeetSide KickSievingSign Language InterpretingSilent DiscoSingingSipping CupSitupSkateboardingSki BalletSki JumpingSkiing CrosscountrySkiing MonoSkiing SlalomSkipping RopeSkipping StoneSky DivingSkydivingSlackliningSlappingSled Dog RacingSleepingSlicing OnionSlopestyleSmashingSmelling FeetSmokingSmoking HookahSmoking PipeSmoothieSnatch Weight LiftingSneezingSniffingSnorkelingSnowboardingSnowkitingSnowmobileSnowmobilingSnowplowSnowshoeSoccer GoalSomersaultingSowingSpeed SkatingSpelunkingSpinning PlatesSpinning PoiSplashingSplashing WaterSpray PaintingSprayingSpringboard DivingSquare DancingSquatSqueezing OrangeStacking CupsStacking DiceStanding On HandsStandup PaddleboardingStaringStealingSteer RopingSteering CarSticking Tongue OutStir FryingStirringStomping GrapesStreet RacingStretchingStretching ArmStretching LegStrumming GuitarStunt PerformerSubmergingSucking LollySun TanningSurfing CrowdSurfing WaterSurveyingSweeping FloorSwimmingSwimming BackstrokeSwimming Breast StrokeSwimming Butterfly StrokeSwimming Front CrawlSwimming With DolphinsSwimming With SharksSwing DancingSwinging Baseball BatSwinging LegsSwinging On SomethingSword FightingSword SwallowingTablaTacklingTagging GraffitiTai ChiTaking A ShowerTaking PhotoTalking On Cell PhoneTango DancingTap DancingTapping GuitarTapping PenTasting BeerTasting FoodTasting WineTeachingTearingTelemark SkiTennisTestifyingTextingThreading NeedleThrowing AxeThrowing BallThrowing Ball (Not Baseball Or Americanfootball)Throwing DiscusThrowing KnifeThrowing SnowballsThrowing TantrumThrowing Water BalloonThunderstormTicklingTie DyingTightrope WalkingTiptoeingTobogganingTorteTossing CoinTossing SaladTrainTraining DogTrapezingTreating WoodTrimming Or Shaving BeardTrimming ShrubsTrimming TreesTriple JumpTwiddling FingersTying Bow TieTying Knot (Not On A Tie)Tying NecktieTying Shoe LacesTying TieUnboxingUncorking ChampagneUnderwater DivingUnidentified Flying ObjectUnloading TruckUsing A MicroscopeUsing A Paint RollerUsing A Power DrillUsing A Sledge HammerUsing A WrenchUsing AtmUsing Bagging MachineUsing Circular SawUsing ComputerUsing InhalerUsing MegaphoneUsing PuppetsUsing Remote ControllerUsing Remote Controller (Not Gaming)Using SegwayVacuum CleanerVacuuming CarVacuuming FloorValutingVisiting The ZooVolcanoWading Through MudWading Through WaterWaiting In LineWakeboardingWaking UpWalking On StiltsWalking The DogWalking Through SnowWalking With CrutchesWashingWashing DishesWashing FeetWashing HairWashing HandsWashing MachineWatching TvWater ParkWater SkiingWater SlidingWatercolor PaintingWaterfallWaterfowl HuntingWatering PlantsWaving HandWaxing ArmpitsWaxing BackWaxing ChestWaxing EyebrowsWaxing LegsWeaving BasketWeaving FabricWeddingWeight LiftingWeldingWhistlingWildlifeWindsurfingWinkingWood Burning (Art)Wood CarvingWoodworking