RASD: 100 simulation runs

Screenshots captured live from the RASD (Qatar Airspace Guardian) 3D simulator. Each one is a different generated scenario at one of three simulated sites, captured mid-run: drone incursions, permitted traffic, gull flocks, and night, haze or sandstorm sensor conditions (weather changes what the sensors see, not the picture). All data is synthetic. The classifier was trained on a separate set of 180 generated runs: dataset · model.

All 100 runs

Every run

hia_background_70000 — Hamad International Airport · background · haze
seed 70000 · 2 airliner departure, 22 gull

ras_laffan_incursion_70001 — Ras Laffan Industrial City · incursion · night
seed 70001 · 1 delta wing observer, 12 gull, 2 quad registered, 1 quad unregistered

desal_birds_and_drone_70002 — Desalination plant · birds and drone · night
seed 70002 · 1 airliner departure, 19 gull, 1 quad registered, 1 quad unregistered

hia_birds_and_drone_70007 — Hamad International Airport · birds and drone · clear
seed 70007 · 2 airliner departure, 27 gull, 1 quad unregistered

ras_laffan_birds_and_drone_70008 — Ras Laffan Industrial City · birds and drone · clear
seed 70008 · 29 gull, 1 helicopter, 1 quad registered, 1 quad unregistered

desal_background_70009 — Desalination plant · background · clear
seed 70009 · 27 gull, 2 quad registered

hia_incursion_70014 — Hamad International Airport · incursion · haze
seed 70014 · 2 airliner approach, 1 airliner departure, 2 fixed wing drone, 9 gull, 1 quad registered, 2 quad unregistered

ras_laffan_incursion_70015 — Ras Laffan Industrial City · incursion · haze
seed 70015 · 1 delta wing observer, 13 gull, 1 helicopter, 1 quad registered, 2 quad unregistered

desal_incursion_70016 — Desalination plant · incursion · clear
seed 70016 · 14 gull, 2 quad registered, 1 quad unregistered

hia_birds_and_drone_70021 — Hamad International Airport · birds and drone · sandstorm
seed 70021 · 2 airliner departure, 28 gull, 2 quad registered, 1 quad unregistered

ras_laffan_incursion_70022 — Ras Laffan Industrial City · incursion · haze
seed 70022 · 1 fixed wing drone, 25 gull, 1 helicopter, 2 quad registered

desal_birds_and_drone_70023 — Desalination plant · birds and drone · clear
seed 70023 · 1 fixed wing drone, 32 gull

hia_background_70028 — Hamad International Airport · background · sandstorm
seed 70028 · 1 airliner departure, 16 gull

ras_laffan_birds_and_drone_70029 — Ras Laffan Industrial City · birds and drone · clear
seed 70029 · 1 fixed wing drone, 34 gull, 1 helicopter, 1 quad registered

desal_incursion_70030 — Desalination plant · incursion · clear
seed 70030 · 19 gull, 1 quad registered, 1 quad unregistered

hia_incursion_70035 — Hamad International Airport · incursion · clear
seed 70035 · 1 airliner approach, 1 fixed wing drone, 20 gull, 1 quad unregistered

ras_laffan_birds_and_drone_70036 — Ras Laffan Industrial City · birds and drone · clear
seed 70036 · 1 fixed wing drone, 48 gull, 1 helicopter, 2 quad registered

desal_background_70037 — Desalination plant · background · haze
seed 70037 · 1 airliner departure, 34 gull, 1 quad registered

hia_incursion_70042 — Hamad International Airport · incursion · sandstorm
seed 70042 · 2 airliner approach, 1 airliner departure, 1 delta wing observer, 35 gull, 2 quad registered

ras_laffan_background_70043 — Ras Laffan Industrial City · background · clear
seed 70043 · 12 gull

desal_incursion_70044 — Desalination plant · incursion · clear
seed 70044 · 1 airliner departure, 26 gull, 2 quad unregistered

hia_background_70049 — Hamad International Airport · background · night
seed 70049 · 1 airliner approach, 15 gull, 2 quad registered

ras_laffan_incursion_70050 — Ras Laffan Industrial City · incursion · sandstorm
seed 70050 · 12 gull, 1 helicopter, 2 quad registered, 1 quad unregistered

desal_birds_and_drone_70051 — Desalination plant · birds and drone · night
seed 70051 · 1 delta wing observer, 36 gull

hia_incursion_70056 — Hamad International Airport · incursion · sandstorm
seed 70056 · 1 airliner approach, 1 delta wing observer, 1 fixed wing drone, 6 gull, 2 quad registered, 1 quad unregistered

ras_laffan_birds_and_drone_70057 — Ras Laffan Industrial City · birds and drone · sandstorm
seed 70057 · 1 delta wing observer, 20 gull, 1 helicopter, 2 quad registered

desal_incursion_70058 — Desalination plant · incursion · clear
seed 70058 · 1 delta wing observer, 1 fixed wing drone, 3 gull, 2 quad registered, 1 quad unregistered

hia_birds_and_drone_70063 — Hamad International Airport · birds and drone · clear
seed 70063 · 1 airliner approach, 35 gull, 2 quad registered, 1 quad unregistered

ras_laffan_birds_and_drone_70064 — Ras Laffan Industrial City · birds and drone · clear
seed 70064 · 40 gull, 1 helicopter, 2 quad registered, 1 quad unregistered

desal_incursion_70065 — Desalination plant · incursion · clear
seed 70065 · 1 airliner departure, 2 fixed wing drone, 9 gull, 1 quad registered, 1 quad unregistered

hia_incursion_70070 — Hamad International Airport · incursion · haze
seed 70070 · 1 airliner departure, 15 gull, 2 quad registered, 3 quad unregistered

ras_laffan_incursion_70071 — Ras Laffan Industrial City · incursion · sandstorm
seed 70071 · 32 gull, 1 quad unregistered

desal_birds_and_drone_70072 — Desalination plant · birds and drone · clear
seed 70072 · 1 fixed wing drone, 37 gull

hia_background_70077 — Hamad International Airport · background · clear
seed 70077 · 3 airliner approach, 12 gull, 1 quad registered

ras_laffan_background_70078 — Ras Laffan Industrial City · background · clear
seed 70078 · 25 gull

desal_incursion_70079 — Desalination plant · incursion · clear
seed 70079 · 1 airliner departure, 1 delta wing observer, 32 gull, 2 quad registered, 1 quad unregistered

hia_birds_and_drone_70084 — Hamad International Airport · birds and drone · clear
seed 70084 · 2 airliner approach, 1 airliner departure, 36 gull, 1 quad unregistered

ras_laffan_incursion_70085 — Ras Laffan Industrial City · incursion · clear
seed 70085 · 2 delta wing observer, 1 fixed wing drone, 20 gull, 1 helicopter, 1 quad unregistered

desal_incursion_70086 — Desalination plant · incursion · haze
seed 70086 · 1 delta wing observer, 2 fixed wing drone, 6 gull, 1 quad unregistered

hia_background_70091 — Hamad International Airport · background · night
seed 70091 · 3 airliner departure, 7 gull

ras_laffan_background_70092 — Ras Laffan Industrial City · background · clear
seed 70092 · 24 gull, 1 helicopter

desal_birds_and_drone_70093 — Desalination plant · birds and drone · clear
seed 70093 · 1 airliner departure, 42 gull, 2 quad registered, 1 quad unregistered

hia_background_70098 — Hamad International Airport · background · clear
seed 70098 · 1 airliner approach, 3 gull, 2 quad registered

ras_laffan_incursion_70099 — Ras Laffan Industrial City · incursion · clear
seed 70099 · 2 delta wing observer, 5 gull, 2 quad registered

desal_birds_and_drone_70100 — Desalination plant · birds and drone · night
seed 70100 · 1 airliner departure, 21 gull, 2 quad registered, 1 quad unregistered

hia_background_70105 — Hamad International Airport · background · clear
seed 70105 · 2 airliner departure, 24 gull

ras_laffan_background_70106 — Ras Laffan Industrial City · background · haze
seed 70106 · 13 gull, 1 helicopter, 2 quad registered

desal_incursion_70107 — Desalination plant · incursion · clear
seed 70107 · 12 gull, 1 quad unregistered

hia_background_70112 — Hamad International Airport · background · clear
seed 70112 · 1 airliner approach, 1 airliner departure, 6 gull

ras_laffan_incursion_70113 — Ras Laffan Industrial City · incursion · sandstorm
seed 70113 · 2 delta wing observer, 1 fixed wing drone, 9 gull, 1 quad registered

desal_birds_and_drone_70114 — Desalination plant · birds and drone · clear
seed 70114 · 1 airliner departure, 36 gull, 2 quad registered, 1 quad unregistered

hia_birds_and_drone_70119 — Hamad International Airport · birds and drone · clear
seed 70119 · 1 airliner approach, 58 gull, 2 quad registered, 1 quad unregistered

ras_laffan_incursion_70120 — Ras Laffan Industrial City · incursion · clear
seed 70120 · 28 gull, 1 helicopter, 2 quad unregistered

desal_birds_and_drone_70121 — Desalination plant · birds and drone · sandstorm
seed 70121 · 1 airliner departure, 1 delta wing observer, 41 gull, 2 quad registered

hia_incursion_70126 — Hamad International Airport · incursion · clear
seed 70126 · 2 airliner departure, 1 fixed wing drone, 25 gull, 1 quad unregistered

ras_laffan_incursion_70127 — Ras Laffan Industrial City · incursion · haze
seed 70127 · 1 fixed wing drone, 2 gull, 1 helicopter, 2 quad registered

desal_incursion_70128 — Desalination plant · incursion · night
seed 70128 · 2 delta wing observer, 2 gull, 2 quad registered

hia_incursion_70133 — Hamad International Airport · incursion · clear
seed 70133 · 1 airliner departure, 1 fixed wing drone, 4 gull, 1 quad registered, 2 quad unregistered

ras_laffan_background_70134 — Ras Laffan Industrial City · background · haze
seed 70134 · 11 gull, 1 helicopter, 1 quad registered

desal_incursion_70135 — Desalination plant · incursion · haze
seed 70135 · 1 fixed wing drone, 3 gull, 2 quad registered, 1 quad unregistered

hia_background_70140 — Hamad International Airport · background · night
seed 70140 · 1 airliner approach, 2 airliner departure, 15 gull

ras_laffan_incursion_70141 — Ras Laffan Industrial City · incursion · clear
seed 70141 · 16 gull, 1 helicopter, 1 quad registered, 2 quad unregistered

desal_background_70142 — Desalination plant · background · night
seed 70142 · 1 airliner departure, 15 gull, 2 quad registered

hia_birds_and_drone_70147 — Hamad International Airport · birds and drone · sandstorm
seed 70147 · 3 airliner approach, 37 gull, 2 quad registered, 1 quad unregistered

ras_laffan_birds_and_drone_70148 — Ras Laffan Industrial City · birds and drone · sandstorm
seed 70148 · 26 gull, 1 quad registered, 1 quad unregistered

desal_incursion_70149 — Desalination plant · incursion · night
seed 70149 · 1 airliner departure, 27 gull, 2 quad unregistered

hia_incursion_70154 — Hamad International Airport · incursion · night
seed 70154 · 1 airliner approach, 2 airliner departure, 10 gull, 1 quad registered, 4 quad unregistered

ras_laffan_birds_and_drone_70155 — Ras Laffan Industrial City · birds and drone · sandstorm
seed 70155 · 1 delta wing observer, 22 gull, 1 helicopter

desal_incursion_70156 — Desalination plant · incursion · night
seed 70156 · 1 airliner departure, 1 fixed wing drone, 6 gull, 2 quad registered, 3 quad unregistered

hia_background_70161 — Hamad International Airport · background · clear
seed 70161 · 1 airliner approach, 2 airliner departure, 19 gull, 1 quad registered

ras_laffan_incursion_70162 — Ras Laffan Industrial City · incursion · clear
seed 70162 · 2 delta wing observer, 14 gull, 2 quad registered, 1 quad unregistered

desal_incursion_70163 — Desalination plant · incursion · haze
seed 70163 · 1 delta wing observer, 9 gull, 2 quad registered, 2 quad unregistered

hia_incursion_70168 — Hamad International Airport · incursion · clear
seed 70168 · 2 airliner approach, 1 airliner departure, 1 fixed wing drone, 35 gull, 2 quad registered, 3 quad unregistered

ras_laffan_background_70169 — Ras Laffan Industrial City · background · clear
seed 70169 · 26 gull, 2 quad registered

desal_incursion_70170 — Desalination plant · incursion · sandstorm
seed 70170 · 1 airliner departure, 5 gull, 2 quad registered, 1 quad unregistered

hia_incursion_70175 — Hamad International Airport · incursion · haze
seed 70175 · 1 airliner approach, 1 delta wing observer, 7 gull, 2 quad registered

ras_laffan_incursion_70176 — Ras Laffan Industrial City · incursion · sandstorm
seed 70176 · 12 gull, 1 helicopter, 1 quad unregistered

desal_background_70177 — Desalination plant · background · clear
seed 70177 · 1 airliner departure, 12 gull, 2 quad registered

hia_incursion_70182 — Hamad International Airport · incursion · night
seed 70182 · 1 airliner departure, 1 delta wing observer, 10 gull, 1 quad unregistered

ras_laffan_incursion_70183 — Ras Laffan Industrial City · incursion · sandstorm
seed 70183 · 1 delta wing observer, 2 fixed wing drone, 23 gull, 2 quad registered, 1 quad unregistered

desal_incursion_70184 — Desalination plant · incursion · sandstorm
seed 70184 · 1 fixed wing drone, 17 gull, 1 quad registered, 3 quad unregistered

hia_incursion_70189 — Hamad International Airport · incursion · clear
seed 70189 · 2 airliner approach, 1 airliner departure, 1 fixed wing drone, 12 gull, 2 quad unregistered

ras_laffan_background_70190 — Ras Laffan Industrial City · background · clear
seed 70190 · 5 gull, 1 helicopter, 1 quad registered

desal_birds_and_drone_70191 — Desalination plant · birds and drone · night
seed 70191 · 1 airliner departure, 26 gull, 2 quad registered, 1 quad unregistered

hia_birds_and_drone_70196 — Hamad International Airport · birds and drone · clear
seed 70196 · 3 airliner departure, 1 fixed wing drone, 44 gull, 2 quad registered

ras_laffan_incursion_70197 — Ras Laffan Industrial City · incursion · haze
seed 70197 · 1 fixed wing drone, 13 gull, 1 helicopter, 2 quad unregistered

desal_incursion_70198 — Desalination plant · incursion · night
seed 70198 · 1 airliner departure, 2 fixed wing drone, 10 gull, 2 quad registered, 2 quad unregistered

hia_incursion_70203 — Hamad International Airport · incursion · clear
seed 70203 · 2 airliner departure, 1 delta wing observer, 1 fixed wing drone, 6 gull, 1 quad registered, 2 quad unregistered

ras_laffan_background_70204 — Ras Laffan Industrial City · background · clear
seed 70204 · 3 gull, 1 helicopter

desal_incursion_70205 — Desalination plant · incursion · haze
seed 70205 · 18 gull, 2 quad registered, 2 quad unregistered

hia_incursion_70210 — Hamad International Airport · incursion · sandstorm
seed 70210 · 1 airliner approach, 8 gull, 2 quad registered, 3 quad unregistered

ras_laffan_incursion_70211 — Ras Laffan Industrial City · incursion · haze
seed 70211 · 24 gull, 1 helicopter, 1 quad registered, 1 quad unregistered

desal_birds_and_drone_70212 — Desalination plant · birds and drone · haze
seed 70212 · 1 delta wing observer, 43 gull, 2 quad registered

hia_background_70217 — Hamad International Airport · background · clear
seed 70217 · 2 airliner approach, 1 airliner departure, 6 gull, 1 quad registered

ras_laffan_incursion_70218 — Ras Laffan Industrial City · incursion · haze
seed 70218 · 1 delta wing observer, 1 fixed wing drone, 20 gull, 2 quad registered, 2 quad unregistered

desal_birds_and_drone_70219 — Desalination plant · birds and drone · clear
seed 70219 · 1 fixed wing drone, 31 gull

hia_incursion_70224 — Hamad International Airport · incursion · night
seed 70224 · 3 airliner approach, 25 gull, 2 quad registered, 1 quad unregistered

ras_laffan_incursion_70225 — Ras Laffan Industrial City · incursion · haze
seed 70225 · 8 gull, 1 quad unregistered

desal_background_70226 — Desalination plant · background · clear
seed 70226 · 4 gull, 2 quad registered

hia_birds_and_drone_70231 — Hamad International Airport · birds and drone · haze
seed 70231 · 1 airliner approach, 2 airliner departure, 32 gull, 2 quad registered, 1 quad unregistered