Dota 2 Computer Vision Project

D2

Updated 2 months ago

Classes (746)
Abyssal Blade
Abyssal Blade Inventory
Aeon Disk
Aeon Disk Inventory
Aether Lens
Aether Lens Inventory
Aghanim-s Scepter
Aghanim-s Scepter Inventory
Aghanim-s Shard
Anti-Mage
Anti-Mage_mini_map
Arcane Blink
Arcane Blink Inventory
Arcane Boots
Arcane Boots Inventory
Armlet of Mordiggian
Armlet of Mordiggian Inventory
Assault Cuirass
Assault Cuirass Inventory
Band of Elvenskin
Band of Elvenskin Inventory
Battle Fury
Battle Fury Inventory
Belt of Strength
Belt of Strength Inventory
Black King Bar
Black King Bar Inventory
Blade Mail
Blade Mail Inventory
Blade of Alacrity
Blade of Alacrity Inventory
Blades of Attack
Blades of Attack Inventory
Blight Stone
Blight Stone Inventory
Blink Dagger
Blink Dagger Inventory
Blitz Knuckles
Blitz Knuckles Inventory
Blood Grenade
Blood Grenade Inventory
Bloodstone
Bloodstone Inventory
Bloodthorn
Bloodthorn Inventory
Boots of Bearing
Boots of Bearing Inventory
Boots of Speed
Boots of Speed Inventory
Boots of Travel
Boots of Travel Inventory
Bottle
Bottle Inventory
Bracer
Bracer Inventory
Broadsword
Broadsword Inventory
Buckler
Buckler Inventory
Butterfly
Butterfly Inventory
Chainmail
Chainmail Inventory
Circlet
Circlet Inventory
Clarity
Clarity Inventory
Claymore
Claymore Inventory
Cloak
Cloak Inventory
Cornucopia
Cornucopia Inventory
Crimson Guard
Crimson Guard Inventory
Crown
Crown Inventory
Crystal Maiden
Crystal_Maiden_mini_map
Crystalys
Crystalys Inventory
Daedalus
Daedalus Inventory
Dagon
Dagon Inventory
Dark Seer
Dark Seer_mini_map
Demon Edge
Demon Edge Inventory
Desolator
Desolator Inventory
Diadem
Diadem Inventory
Diffusal Blade
Diffusal Blade Inventory
Disperser
Disperser Inventory
Divine Rapier
Divine Rapier 25- bonus spell amplification Inventory
Divine Rapier 250 bonus attack damage Inventory
Dragon Knight
Dragon Knight_mini_map
Dragon Lance
Dragon Lance Inventory
Drow Ranger
Drow Ranger_mini_map
Drum of Endurance
Drum of Endurance Inventory
Dust of Appearance
Dust of Appearance Inventory
Eaglesong
Eaglesong Inventory
Echo Sabre
Echo Sabre Inventory
Ember Spirit
Ember Spirit_mini_map
Empty Inventory Slot
Enchanted Mango
Enchanted Mango Inventory
Energy Booster
Energy Booster Inventory
Eternal Shroud
Eternal Shroud Inventory
Ethereal Blade
Ethereal Blade Inventory
Eul-s Scepter of Divinity
Eul-s Scepter of Divinity Inventory
Eye of Skadi
Eye of Skadi Inventory
Faerie Fire
Faerie Fire Inventory
Falcon Blade
Falcon Blade Inventory
Fluffy Hat
Fluffy Hat Inventory
Force Staff
Force Staff Inventory
Gauntlets of Strength
Gauntlets of Strength Inventory
Gem of True Sight
Gem of True Sight Inventory
Ghost Scepter
Ghost Scepter Inventory
Gleipnir
Gleipnir Inventory
Glimmer Cape
Glimmer Cape Inventory
Gloves of Haste
Gloves of Haste Inventory
Guardian Greaves
Guardian Greaves Inventory
Hand of Midas
Hand of Midas Inventory
Harpoon
Harpoon Inventory
Headdress
Headdress Inventory
Healing Salve
Healing Salve Inventory
Heart of Tarrasque
Heart of Tarrasque Inventory
Heaven-s Halberd
Heaven-s Halberd Inventory
Helm of Iron Will
Helm of Iron Will Inventory
Helm of the Dominator
Helm of the Dominator Inventory
Helm of the Overlord
Helm of the Overlord Inventory
Holy Locket
Holy Locket Inventory
Hurricane Pike
Hurricane Pike Inventory
Hyperstone
Hyperstone Inventory
Infused Raindrops
Infused Raindrops Inventory
Iron Branch
Iron Branch Inventory
Javelin
Javelin Inventory
Kaya
Kaya Inventory
Kaya and Sange
Kaya and Sange Inventory
Khanda
Khanda Inventory
Linken-s Sphere
Linken-s Sphere Inventory
Lotus Orb
Lotus Orb Inventory
Maelstrom
Maelstrom Inventory
Mage Slayer
Mage Slayer Inventory
Magic wand
Magic wand Inventory
Manta Style
Manta Style Inventory
Mantle of Intelligence
Mantle of Intelligence Inventory
Marci
Marci_mini_map
Mask of Madness
Mask of Madness Inventory
Mekansm
Mekansm Inventory
Meteor Hammer
Meteor Hammer Inventory
Mithril Hammer
Mithril Hammer Inventory
Mjollnir
Mjollnir Inventory
Monkey King Bar
Monkey King Bar Inventory
Moon Shard
Moon Shard Inventory
Morbid Mask
Morbid Mask Inventory
Mystic Staff
Mystic Staff Inventory
Null Talisman
Null Talisman Inventory
Nullifier
Nullifier Inventory
Oblivion Staff
Oblivion Staff Inventory
Observer Ward
Observer Ward Inventory
Observer Ward and Sentry Ward Inventory
Octarine Core
Octarine Core Inventory
Ogre Axe
Ogre Axe Inventory
Orb of Corrosion
Orb of Corrosion Inventory
Orb of Venom
Orb of Venom Inventory
Orchid Malevolence
Orchid Malevolence Inventory
Overwhelming Blink
Overwhelming Blink Inventory
Parasma
Parasma Inventory
Pavise
Pavise Inventory
Perseverance
Perseverance Inventory
Phase Boots
Phase Boots Inventory
Phoenix
Phoenix_mini_map
Phylactery
Phylactery Inventory
Pipe of Insight
Pipe of Insight Inventory
Platemail
Platemail Inventory
Point Booster
Point Booster Inventory
Power Treads
Power Treads Agility Inventory
Power Treads Intelligence Inventory
Power Treads Strength Inventory
Quelling Blade
Quelling Blade Inventory
Radiance
Radiance Inventory
Reaver
Reaver Inventory
Recipe
Recipe Inventory
Refresher Orb
Refresher Orb Inventory
Regular Stick
Regular Stick Inventory
Revenant-s Brooch
Revenant-s Brooch Inventory
Ring of Basilius
Ring of Basilius Inventory
Ring of Health
Ring of Health Inventory
Ring of Protection
Ring of Protection Inventory
Ring of Regen
Ring of Regen Inventory
Ring of Tarrasque
Ring of Tarrasque Inventory
Robe of the Magi
Robe of the Magi Inventory
Rod of Atos
Rod of Atos Inventory
Sacred Relic
Sacred Relic Inventory
Sage-s Mask
Sage-s Mask Inventory
Sange
Sange Inventory
Sange and Yasha
Sange and Yasha Inventory
Satanic
Satanic Inventory
Scythe of Vyse
Scythe of Vyse Inventory
Sentry Ward
Sentry Ward Inventory
Sentry Ward and Observer Ward Inventory
Shadow Amulet
Shadow Amulet Inventory
Shadow Blade
Shadow Blade Inventory
Shiva-s Guard
Shiva-s Guard Inventory
Silver Edge
Silver Edge Inventory
Skull Basher
Skull Basher Inventory
Slippers of Agility
Slippers of Agility Inventory
Smoke of Deceit
Smoke of Deceit Inventory
Solar Crest
Solar Crest Inventory
Soul Booster
Soul Booster Inventory
Soul Ring
Soul Ring Inventory
Spirit Breaker
Spirit Breaker_mini_map
Spirit Vessel
Spirit Vessel Inventory
Staff of Wizardry
Staff of Wizardry Inventory
Swift Blink
Swift Blink Inventory
Talisman of Evasion
Talisman of Evasion Inventory
Tango
Tango Inventory
Tiara of Selemene
Tiara of Selemene Inventory
Town Portal Scroll
Town Portal Scroll Inventory
Tranquil Boots
Tranquil Boots Inventory
Ultimate Orb
Ultimate Orb Inventory
Upgrades Store 1
Urn of Shadows
Urn of Shadows Inventory
Vanguard
Vanguard Inventory
Veil of Discord
Veil of Discord Inventory
Vitality Booster
Vitality Booster Inventory
Vladmir-s Offering
Vladmir-s Offering Inventory
Void Stone
Void Stone Inventory
Voodoo Mask
Voodoo Mask Inventory
Wind Lace
Wind Lace Inventory
Wind Waker
Wind Waker Inventory
Witch Blade
Witch Blade Inventory
Wraith Band
Wraith Band Inventory
Yasha
Yasha Inventory
Yasha and Kaya
Yasha and Kaya Inventory
Zeus
Zeus_mini_map
abyssal_blade
abyssal_blade Inventory
aeon_disk
aeon_disk Inventory
aether_lens
aether_lens Inventory
aghanims_shard
ancient_janggo
ancient_janggo Inventory
angels_demise
angels_demise Inventory
antimage
antimage_mini_map
arcane_blink
arcane_blink Inventory
arcane_boots
arcane_boots Inventory
armlet
armlet Inventory
assault
assault Inventory
basher
basher Inventory
belt_of_strength
belt_of_strength Inventory
bfury
bfury Inventory
black_king_bar
black_king_bar Inventory
blade_mail
blade_mail Inventory
blade_of_alacrity
blade_of_alacrity Inventory
blades_of_attack
blades_of_attack Inventory
blight_stone
blight_stone Inventory
blink
blink Inventory
blitz_knuckles
blitz_knuckles Inventory
blood_grenade
blood_grenade Inventory
bloodstone
bloodstone Inventory
bloodthorn
bloodthorn Inventory
boots
boots Inventory
boots_of_bearing
boots_of_bearing Inventory
boots_of_elves
boots_of_elves Inventory
bottle
bottle Inventory
bracer
bracer Inventory
branches
branches Inventory
broadsword
broadsword Inventory
buckler
buckler Inventory
butterfly
butterfly Inventory
chainmail
chainmail Inventory
circlet
circlet Inventory
clarity
clarity Inventory
claymore
claymore Inventory
cloak
cloak Inventory
cornucopia
cornucopia Inventory
crimson_guard
crimson_guard Inventory
crown
crown Inventory
crystal_maiden
crystal_maiden_mini_map
cyclone
cyclone Inventory
dagon
dagon Inventory
dark_seer
dark_seer_mini_map
demon_edge
demon_edge Inventory
desolator
desolator Inventory
devastator
devastator Inventory
diadem
diadem Inventory
diffusal_blade
diffusal_blade Inventory
disperser
disperser Inventory
dragon_knight
dragon_knight_mini_map
dragon_lance
dragon_lance Inventory
drow_ranger
drow_ranger_mini_map
dust
dust Inventory
eagle
eagle Inventory
echo_sabre
echo_sabre Inventory
ember_spirit
ember_spirit_mini_map
empty_inventory
enchanted_mango
enchanted_mango Inventory
energy_booster
energy_booster Inventory
eternal_shroud
eternal_shroud Inventory
ethereal_blade
ethereal_blade Inventory
faerie_fire
faerie_fire Inventory
falcon_blade
falcon_blade Inventory
flask
flask Inventory
fluffy_hat
fluffy_hat Inventory
force_staff
force_staff Inventory
gauntlets
gauntlets Inventory
gem
gem Inventory
ghost
ghost Inventory
glimmer_cape
glimmer_cape Inventory
gloves
gloves Inventory
greater_crit
greater_crit Inventory
guardian_greaves
guardian_greaves Inventory
gungir
gungir Inventory
hand_of_midas
hand_of_midas Inventory
harpoon
harpoon Inventory
headdress
headdress Inventory
heart
heart Inventory
heavens_halberd
heavens_halberd Inventory
helm_of_iron_will
helm_of_iron_will Inventory
helm_of_the_dominator
helm_of_the_dominator Inventory
helm_of_the_overlord
helm_of_the_overlord Inventory
holy_locket
holy_locket Inventory
hurricane_pike
hurricane_pike Inventory
hyperstone
hyperstone Inventory
infused_raindrop
infused_raindrop Inventory
invis_sword
invis_sword Inventory
javelin
javelin Inventory
kaya
kaya Inventory
kaya_and_sange
kaya_and_sange Inventory
lesser_crit
lesser_crit Inventory
lifesteal
lifesteal Inventory
lotus_orb
lotus_orb Inventory
maelstrom
maelstrom Inventory
mage_slayer
mage_slayer Inventory
magic_wand
magic_wand Inventory
manta
manta Inventory
mantle
mantle Inventory
marci
marci_mini_map
mask_of_madness
mask_of_madness Inventory
mekansm
mekansm Inventory
meteor_hammer
meteor_hammer Inventory
mithril_hammer
mithril_hammer Inventory
mjollnir
mjollnir Inventory
monkey_king_bar
monkey_king_bar Inventory
moon_shard
moon_shard Inventory
mystic_staff
mystic_staff Inventory
null_talisman
null_talisman Inventory
nullifier
nullifier Inventory
oblivion_staff
oblivion_staff Inventory
octarine_core
octarine_core Inventory
ogre_axe
ogre_axe Inventory
orb_of_corrosion
orb_of_corrosion Inventory
orb_of_venom
orb_of_venom Inventory
orchid
orchid Inventory
overwhelming_blink
overwhelming_blink Inventory
pavise
pavise Inventory
pers
pers Inventory
phase_boots
phase_boots Inventory
phoenix
phoenix_mini_map
phylactery
phylactery Inventory
pipe
pipe Inventory
platemail
platemail Inventory
point_booster
point_booster Inventory
power_treads
power_treads Inventory
quelling_blade
quelling_blade Inventory
radiance
radiance Inventory
rapier
rapier Inventory
reaver
reaver Inventory
recipe Inventory
refresher
refresher Inventory
regular_stick
regular_stick Inventory
relic
relic Inventory
revenants_brooch
revenants_brooch Inventory
ring_of_basilius
ring_of_basilius Inventory
ring_of_health
ring_of_health Inventory
ring_of_protection
ring_of_protection Inventory
ring_of_regen
ring_of_regen Inventory
ring_of_tarrasque
ring_of_tarrasque Inventory
robe
robe Inventory
rod_of_atos
rod_of_atos Inventory
sange
sange Inventory
sange_and_yasha
sange_and_yasha Inventory
satanic
satanic Inventory
shadow_amulet
shadow_amulet Inventory
sheepstick
sheepstick Inventory
shivas_guard
shivas_guard Inventory
silver_edge
silver_edge Inventory
skadi
skadi Inventory
slippers
slippers Inventory
smoke_of_deceit
smoke_of_deceit Inventory
sobi_mask
sobi_mask Inventory
solar_crest
solar_crest Inventory
soul_booster
soul_booster Inventory
soul_ring
soul_ring Inventory
sphere
sphere Inventory
spirit_breaker
spirit_breaker_mini_map
spirit_vessel
spirit_vessel Inventory
staff_of_wizardry
staff_of_wizardry Inventory
swift_blink
swift_blink Inventory
talisman_of_evasion
talisman_of_evasion Inventory
tango
tango Inventory
tiara_of_selemene
tiara_of_selemene Inventory
tpscroll
tpscroll Inventory
tranquil_boots
tranquil_boots Inventory
travel_boots
travel_boots Inventory
ultimate_orb
ultimate_orb Inventory
ultimate_scepter
ultimate_scepter Inventory
urn_of_shadows
urn_of_shadows Inventory
vanguard
vanguard Inventory
veil_of_discord
veil_of_discord Inventory
vitality_booster
vitality_booster Inventory
vladmir
vladmir Inventory
void_stone
void_stone Inventory
voodoo_mask
voodoo_mask Inventory
ward_dispenser Inventory
ward_observer
ward_observer Inventory
ward_sentry
ward_sentry Inventory
wind_lace
wind_lace Inventory
wind_waker
wind_waker Inventory
witch_blade
witch_blade Inventory
wraith_band
wraith_band Inventory
yasha
yasha Inventory
yasha_and_kaya
yasha_and_kaya Inventory
zuus
zuus_mini_map

A description for this project has not been published yet.

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            dota-2-jpf9o_dataset,
                            title = { Dota 2 Dataset },
                            type = { Open Source Dataset },
                            author = { D2 },
                            howpublished = { \url{ https://universe.roboflow.com/d2-a2ij4/dota-2-jpf9o } },
                            url = { https://universe.roboflow.com/d2-a2ij4/dota-2-jpf9o },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { sep },
                            note = { visited on 2024-11-23 },
                            }
                        
                    

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