Канал: AI for Mankind

axis redMtnNorth

axis redMtnNorth

Axis MesaGrandeSouth

Axis MesaGrandeSouth

Axis HighlineTrail 2021101515

Axis HighlineTrail 2021101515

ALERTWildfire Axis BarnhamNorth 2021081508

ALERTWildfire Axis BarnhamNorth 2021081508

ALERTWildfire Axis AllenPeak 2021081508

ALERTWildfire Axis AllenPeak 2021081508

Advancing Cyberbullying Detection with Psychological Insights and Complex Media Data

Advancing Cyberbullying Detection with Psychological Insights and Complex Media Data

20210828 Chaparral Fire detection

20210828 Chaparral Fire detection

Chaparral Fire 20210828 detected at 12:38 pm San Clemente East Camera

Chaparral Fire 20210828 detected at 12:38 pm San Clemente East Camera

ChaparralFire detected at 12:38 pm by AI For Mankind wildfire detector

ChaparralFire detected at 12:38 pm by AI For Mankind wildfire detector

20210811 Cuyamaca Peak south wildfire detected

20210811 Cuyamaca Peak south wildfire detected

Flores Fire detected by AI model ~7 mins ahead of human detection and ~3 mins after fire ignition.

Flores Fire detected by AI model ~7 mins ahead of human detection and ~3 mins after fire ignition.

Wildfire Detection In Action

Wildfire Detection In Action

20210715 San Juan Hills north sjh n wildfire detected *

20210715 San Juan Hills north sjh n wildfire detected *

20210715 Lyons Peak south wildfire detected *

20210715 Lyons Peak south wildfire detected *

20210712 Boucher Hill west wildfire detected by AI model, ~2 mins after ignition

20210712 Boucher Hill west wildfire detected by AI model, ~2 mins after ignition

2021-07-06 sjh e San Juan Hills *

2021-07-06 sjh e San Juan Hills *

2021070613 sclm n San Clemente *

2021070613 sclm n San Clemente *

2021070613 marconi w Upper Talega West, 6 mins after ignition *

2021070613 marconi w Upper Talega West, 6 mins after ignition *

20210623 bl-s Black Mountain south *

20210623 bl-s Black Mountain south *

#MesaFire detection (Red Mountain east HPWREN) 20210623 *

#MesaFire detection (Red Mountain east HPWREN) 20210623 *

2021062016 bm s (Big Black Mountain south)

2021062016 bm s (Big Black Mountain south)

20210620 ClevengerFire (Mt. Woodson north HPWREN) model 13 *

20210620 ClevengerFire (Mt. Woodson north HPWREN) model 13 *

20210616 signal e model 13

20210616 signal e model 13

20210613 11am to 3 pm Flats Fire (Toro Peak north HPWREN site) model 13 Part 2

20210613 11am to 3 pm Flats Fire (Toro Peak north HPWREN site) model 13 Part 2

20210613 Flats Fire (Toro Peak north HPWREN site) model 13

20210613 Flats Fire (Toro Peak north HPWREN site) model 13

20210610 lp w (Lyons Peak west HPWREN site) model 12

20210610 lp w (Lyons Peak west HPWREN site) model 12

20210610 marconi s (Upper Talega south HPWREN site) model 12

20210610 marconi s (Upper Talega south HPWREN site) model 12

20210608 syp w (Santa Ynez Peak west HPWREN site) model 12

20210608 syp w (Santa Ynez Peak west HPWREN site) model 12

20210603 pi east model 12

20210603 pi east model 12

20210514 sclm east model 12

20210514 sclm east model 12

20210528 Lyons Peak South (lp-s) model 11

20210528 Lyons Peak South (lp-s) model 11

20210528 Otay Mountain South (om-s) model 11

20210528 Otay Mountain South (om-s) model 11

20210524 mlo n prescribed burn model 11

20210524 mlo n prescribed burn model 11

PTZ Camera Testing: PalisadesFire 20210515 dwpgm n axis model 11

PTZ Camera Testing: PalisadesFire 20210515 dwpgm n axis model 11

PTZ Camera Testing: 20210517 69bravo e axis model 11

PTZ Camera Testing: 20210517 69bravo e axis model 11

PTZ Camera Testing: 20210501 cp n axis model 11

PTZ Camera Testing: 20210501 cp n axis model 11

20210519 smer tcs8 model11

20210519 smer tcs8 model11

20210515, 12 pm to 3 pm, a few hours before the PalisadesFire flare up

20210515, 12 pm to 3 pm, a few hours before the PalisadesFire flare up

PalisadesFire 20210516 detection with marine layer/fog over the top

PalisadesFire 20210516 detection with marine layer/fog over the top

PalisadesFire Flare Up today 20210515 seen from HPWREN Camera LA F.D Helibase 69 Bravo East

PalisadesFire Flare Up today 20210515 seen from HPWREN Camera LA F.D Helibase 69 Bravo East

PalisadesFire Flare Up on 20210515

PalisadesFire Flare Up on 20210515

2021051215 fire wilson-s-mobo-c model11

2021051215 fire wilson-s-mobo-c model11

2021050712 fire ml-s-mobo-c model11 (side by side)

2021050712 fire ml-s-mobo-c model11 (side by side)

2021050712 fire ml-s-mobo-c model11

2021050712 fire ml-s-mobo-c model11

2021050413 fire tp-w-mobo-c model 11

2021050413 fire tp-w-mobo-c model 11

2021050413 fire hp_n_mobo_c model11

2021050413 fire hp_n_mobo_c model11

2021050116 fire cp_e_mobo_c model11

2021050116 fire cp_e_mobo_c model11

2021050116 fire tp_s_mobo_c model11

2021050116 fire tp_s_mobo_c model11

20210501 Southern Fire from ml-n-mobo-c camera (side by side) (model 11)

20210501 Southern Fire from ml-n-mobo-c camera (side by side) (model 11)

20210501 Southern Fire from ml-n-mobo-c camera (model 11)

20210501 Southern Fire from ml-n-mobo-c camera (model 11)

20210429 fire dwpgm w model11

20210429 fire dwpgm w model11

20210429 fire dwpgm w model11

20210429 fire dwpgm w model11

2021032813 fire sclm e model11

2021032813 fire sclm e model11

2021032813 fire sclm e model11

2021032813 fire sclm e model11

Before and after cloud false positives reduction

Before and after cloud false positives reduction

Ethical Data Labeling by Iva Gumnishka

Ethical Data Labeling by Iva Gumnishka

Computer Vision for Wildlife Monitoring by Sara Beery

Computer Vision for Wildlife Monitoring by Sara Beery

AI For Mankind's Wildfire Smoke Detection Demo 2

AI For Mankind's Wildfire Smoke Detection Demo 2

AI For Mankind's Wildfire Smoke Detection Demo

AI For Mankind's Wildfire Smoke Detection Demo

2021041209 prescribed fire cp n model10

2021041209 prescribed fire cp n model10

2021040316 fire tp e model10 (Far away smoke)

2021040316 fire tp e model10 (Far away smoke)

2021040211 fire syp n model10

2021040211 fire syp n model10

2021033117 fire wilson s model10

2021033117 fire wilson s model10

2021032910 fire mlo n model8

2021032910 fire mlo n model8

2021032910 fire mlo n model10

2021032910 fire mlo n model10

2021032813 fire sclm e model10

2021032813 fire sclm e model10

2020090314 fire-69 dwpgm North Detection (~1 min after smoke visible)

2020090314 fire-69 dwpgm North Detection (~1 min after smoke visible)

20200927 fire-86 Wilson West Detection (~8mins after smoke visible)

20200927 fire-86 Wilson West Detection (~8mins after smoke visible)

20191005 FIRE bm e mobo c detection

20191005 FIRE bm e mobo c detection

20191005 FIRE wc n mobo c detection

20191005 FIRE wc n mobo c detection

20191006 FIRE lo s mobo c detection

20191006 FIRE lo s mobo c detection

20200205 FIRE hp w mobo c detection

20200205 FIRE hp w mobo c detection

20200206 FIRE ml s mobo c detection

20200206 FIRE ml s mobo c detection

20200306 FIRE ml s mobo c detection

20200306 FIRE ml s mobo c detection

20200306 FIRE mlo n mobo c detection

20200306 FIRE mlo n mobo c detection

20191006 FIRE lp s mobo c detection

20191006 FIRE lp s mobo c detection

20191006 FIRE lp n mobo c detection

20191006 FIRE lp n mobo c detection

20180504 FIRE smer tcs8 mobo c detection

20180504 FIRE smer tcs8 mobo c detection

20171207 Lilac rm s mobo detection

20171207 Lilac rm s mobo detection

20180504 FIRE rm n mobo c detection

20180504 FIRE rm n mobo c detection

20180806 Holy sp s mobo c detection

20180806 Holy sp s mobo c detection

AI For Mankind TechTalk: VizWiz Visual Question Answering Algorithms to Assist People Who Are Blind.

AI For Mankind TechTalk: VizWiz Visual Question Answering Algorithms to Assist People Who Are Blind.

before vs after cloud false positive reduction II

before vs after cloud false positive reduction II

Before vs After cloud false positive reduction

Before vs After cloud false positive reduction

20210117 fire detection from Mount San Miguel South HPWREN camera

20210117 fire detection from Mount San Miguel South HPWREN camera

20200905 Valley Fire Detection by AI For Mankind's Model8 (HPWREN Lyons Peak North camera)

20200905 Valley Fire Detection by AI For Mankind's Model8 (HPWREN Lyons Peak North camera)

20200905 Valley Fire Detection by AI For Mankind's Model8 (HPWREN Cuyamaca Peak South camera)

20200905 Valley Fire Detection by AI For Mankind's Model8 (HPWREN Cuyamaca Peak South camera)

20200905 Valley Fire Detection by AI For Mankind's Model8

20200905 Valley Fire Detection by AI For Mankind's Model8

2020122513 fire from HPWREN camera Otay Mountain South

2020122513 fire from HPWREN camera Otay Mountain South

20201223 wildfire from HPWREN camera Otay Mountain South

20201223 wildfire from HPWREN camera Otay Mountain South

20201215 wildfire from HPWREN camera Otay Mountain South

20201215 wildfire from HPWREN camera Otay Mountain South

Night Time Wildfire Detection: Creek Fire from Red Mountain HPWREN camera

Night Time Wildfire Detection: Creek Fire from Red Mountain HPWREN camera

Night Time Wildfire Detection: Creek Fire from Boucher Hill HPWREN camera

Night Time Wildfire Detection: Creek Fire from Boucher Hill HPWREN camera

20201127 wildfire detection from HPWREN camera Lyons Peak East

20201127 wildfire detection from HPWREN camera Lyons Peak East

20201127 Hawk Fire Detection by AI For Mankind

20201127 Hawk Fire Detection by AI For Mankind

20200930 wildfire detection from ALERTWildfre PTZ camera mlo s axis

20200930 wildfire detection from ALERTWildfre PTZ camera mlo s axis

20200930 wildfire smoke detection from HPWREN camera Los Pinos South

20200930 wildfire smoke detection from HPWREN camera Los Pinos South

2020100810 wildfire smoke detection from HPWREN camera Otay Mountain South

2020100810 wildfire smoke detection from HPWREN camera Otay Mountain South

20201004 smoke detection using HPWREN Wilson North camera

20201004 smoke detection using HPWREN Wilson North camera

2020100115 smoke detection by AI For Mankind's model from HPWREN Mount Woodson North camera

2020100115 smoke detection by AI For Mankind's model from HPWREN Mount Woodson North camera

20201001 smoke detection using HPWREN Wilson North camera

20201001 smoke detection using HPWREN Wilson North camera

20200930 wildfire detection using ALERTWildfire San Miguel South Axis camera

20200930 wildfire detection using ALERTWildfire San Miguel South Axis camera

20200906 wildfire detection using ALERTWildfire pi-axis camera

20200906 wildfire detection using ALERTWildfire pi-axis camera

20200905 wildfire detection using ALERTWildfire bm-axis camera

20200905 wildfire detection using ALERTWildfire bm-axis camera

20200909 wildfire detection using ALERTWildfire San Miguel North camera

20200909 wildfire detection using ALERTWildfire San Miguel North camera

20200910 fire detection using ALERTWildfire San Diego Los Pinos Axis camera

20200910 fire detection using ALERTWildfire San Diego Los Pinos Axis camera

2020090514 Valley Fire from three different HPWREN cameras

2020090514 Valley Fire from three different HPWREN cameras

aiformankind vs team1anil vs team2abg fire42

aiformankind vs team1anil vs team2abg fire42

Hackathon: AI For Mankind vs Team1Anil in Fire50 test

Hackathon: AI For Mankind vs Team1Anil in Fire50 test

2020091807 Bobcat Fire model3 from HPWREN camera Wilson East

2020091807 Bobcat Fire model3 from HPWREN camera Wilson East

20200911 smoke detected by model7 using HPWREN camera Los Pinos West (lp-w-mobo-c)

20200911 smoke detected by model7 using HPWREN camera Los Pinos West (lp-w-mobo-c)

20200906 Bobcat Fire detected by model3 ~7 mins after smoke visible from HPWREN camera Mt. Wilson

20200906 Bobcat Fire detected by model3 ~7 mins after smoke visible from HPWREN camera Mt. Wilson

20200905 Valley Fire detected from HPWREN Cuyamaca South camera, ~8 min after smoke became visible

20200905 Valley Fire detected from HPWREN Cuyamaca South camera, ~8 min after smoke became visible

20200905 Valley Fire detected from HPWREN Los Pinos West camera, ~1 min after smoke became visible

20200905 Valley Fire detected from HPWREN Los Pinos West camera, ~1 min after smoke became visible

20200905 Valley Fire detected at 14:30 pm by our model, ~4 mins after its first visible.

20200905 Valley Fire detected at 14:30 pm by our model, ~4 mins after its first visible.

20200903 wildfire detection ~1 min after smoke became visible from HPWREN camera dwpgm north

20200903 wildfire detection ~1 min after smoke became visible from HPWREN camera dwpgm north

20200829 wildfire detection by model6 ~8 mins from HPWREN camera Otay Mountain East

20200829 wildfire detection by model6 ~8 mins from HPWREN camera Otay Mountain East

20200829 fire detected ~16 mins after smoke first captured by HPWREN camera Mount Woodson East

20200829 fire detected ~16 mins after smoke first captured by HPWREN camera Mount Woodson East

20200829 Wildfire detection via model6 ~2 mins after smoke recognizable from HPWREN mlo-s camera

20200829 Wildfire detection via model6 ~2 mins after smoke recognizable from HPWREN mlo-s camera

20200812 Lake Fire detection via model3 (HPWREN camera Wilson North)

20200812 Lake Fire detection via model3 (HPWREN camera Wilson North)

20200812 Lake Fire detection via model5 ~4 mins after smoke first appeared. (HPWREN wilson-n-mobo-c)

20200812 Lake Fire detection via model5 ~4 mins after smoke first appeared. (HPWREN wilson-n-mobo-c)

20200815 rainfunnel test against model4

20200815 rainfunnel test against model4

20200812 Lake Fire detected ~6 mins after smoke first captured by 69Bravo North HPWREN camera

20200812 Lake Fire detected ~6 mins after smoke first captured by 69Bravo North HPWREN camera

SuperDuper4: 20200813 Ranch Fire smoke detected ~1 min after smoke first captured by camera

SuperDuper4: 20200813 Ranch Fire smoke detected ~1 min after smoke first captured by camera

SuperDuper3: 20200813 Ranch Fire smoke detected ~1 min after smoke first captured by camera

SuperDuper3: 20200813 Ranch Fire smoke detected ~1 min after smoke first captured by camera

20200812 Lake Fire Smoke Detection via SuperDuper3 (HPWREN dwpgm-n-mobo-c)

20200812 Lake Fire Smoke Detection via SuperDuper3 (HPWREN dwpgm-n-mobo-c)

20200812 Lake Fire detected ~2 mins after smoke first captured by camera (HPWREN dwpgm-n-mobo-c)

20200812 Lake Fire detected ~2 mins after smoke first captured by camera (HPWREN dwpgm-n-mobo-c)

SuperDuper3: 20200811 Detected smoke (HPWREN dwpgm-n-mobo-c)

SuperDuper3: 20200811 Detected smoke (HPWREN dwpgm-n-mobo-c)

SuperDuper4: 20200807 Detected smoke (HPWREN rm-n-mobo-c)

SuperDuper4: 20200807 Detected smoke (HPWREN rm-n-mobo-c)

SuperDuper4: 20200807 Detected smoke (HPWREN hp-n-mobo-c)

SuperDuper4: 20200807 Detected smoke (HPWREN hp-n-mobo-c)

Apple Fire detected by Super Duper Model-4 (HPWREN hp-n-mobo-c)

Apple Fire detected by Super Duper Model-4 (HPWREN hp-n-mobo-c)

Apple Fire detected by Super Duper Model-3 (HPWREN wilson-e-mobo-c)

Apple Fire detected by Super Duper Model-3 (HPWREN wilson-e-mobo-c)

SuperDuper1: 20200709: Detected smoke ~6 mins after fire ignition (HPWREN Tripp hp n mobo c)

SuperDuper1: 20200709: Detected smoke ~6 mins after fire ignition (HPWREN Tripp hp n mobo c)

SuperDuper1: 20200705: Detected smoke ~4 mins after fire ignition (HPWREN wc n mobo c)

SuperDuper1: 20200705: Detected smoke ~4 mins after fire ignition (HPWREN wc n mobo c)

SuperDuper1: 20200705: Detected smoke ~2 mins after fire ignition (HPWREN bm w mobo c)

SuperDuper1: 20200705: Detected smoke ~2 mins after fire ignition (HPWREN bm w mobo c)

SuperDuper1: 20200615: Detected smoke ~4 mins after fire ignition (HPWREN rm e mobo c)

SuperDuper1: 20200615: Detected smoke ~4 mins after fire ignition (HPWREN rm e mobo c)

SuperDuper1: 20200614: Detected smoke ~9 mins after fire ignition (HPWREN syp w mobo c )

SuperDuper1: 20200614: Detected smoke ~9 mins after fire ignition (HPWREN syp w mobo c )

False Negative: 20191006 FIRE lo s mobo c

False Negative: 20191006 FIRE lo s mobo c

SuperDuperEdge: 20200306: Detected smoke ~4 mins after fire ignition (HPWREN mlo n mobo c)

SuperDuperEdge: 20200306: Detected smoke ~4 mins after fire ignition (HPWREN mlo n mobo c)

Mentoring Hackathon's Participants 2019

Mentoring Hackathon's Participants 2019

SuperDuper2: 20200306: Detected smoke 4 mins after fire ignition (HPWREN mlo n mobo c)

SuperDuper2: 20200306: Detected smoke 4 mins after fire ignition (HPWREN mlo n mobo c)

far away smoke

far away smoke

False Positives during Sunrise

False Positives during Sunrise

False Positives with Fogs

False Positives with Fogs

Fog vs Smoke

Fog vs Smoke

20191006: Detected smoke ~7 mins after fire ignition (HPWREN lp n mobo c)

20191006: Detected smoke ~7 mins after fire ignition (HPWREN lp n mobo c)

20191006: Detected smoke ~10 mins after fire ignition (HPWREN lp s mobo c)

20191006: Detected smoke ~10 mins after fire ignition (HPWREN lp s mobo c)

20191006: Detected smoke ~6 mins after fire ignition (HPWREN ml w mobo c)

20191006: Detected smoke ~6 mins after fire ignition (HPWREN ml w mobo c)

20191006: Detected smoke ~3 mins after fire ignition (HPWREN pi s mobo c)

20191006: Detected smoke ~3 mins after fire ignition (HPWREN pi s mobo c)

20191007: Detected smoke ~10 mins after fire ignition (HPWREN sm s mobo c)

20191007: Detected smoke ~10 mins after fire ignition (HPWREN sm s mobo c)

Sunrise/Morning Fog Test: AI For Mankind's Wildfire Smoke Detector

Sunrise/Morning Fog Test: AI For Mankind's Wildfire Smoke Detector

20200206: Detected smoke 4 mins after fire ignition (HPWREN ml s mobo c)

20200206: Detected smoke 4 mins after fire ignition (HPWREN ml s mobo c)

20200205: Detected smoke ~13 mins after fire ignition (HPWREN hp w mobo c)

20200205: Detected smoke ~13 mins after fire ignition (HPWREN hp w mobo c)

SuperDuper1: 20200306: Detected smoke 3 mins after fire ignition (HPWREN mlo n mobo c)

SuperDuper1: 20200306: Detected smoke 3 mins after fire ignition (HPWREN mlo n mobo c)

Annotate Wildfire Smoke Tutorial

Annotate Wildfire Smoke Tutorial

A Better Search Engine Covid19 Researchers

A Better Search Engine Covid19 Researchers

Cough Against Covid Project presented by Jigar Doshi

Cough Against Covid Project presented by Jigar Doshi

Lets Stop Wildfires Hackathon

Lets Stop Wildfires Hackathon

InstallTensorflowPycharmTutorial

InstallTensorflowPycharmTutorial

AI for Mankind's Tech Talk on Feb 27 2019

AI for Mankind's Tech Talk on Feb 27 2019