In a field in Oklahoma, researchers are using new technology to spot deadly munitions built to maim and kill.
Жүктеу.....
Пікірлер: 92
@50_Pence Жыл бұрын
Fantastic work! These guys are a credit to humanity.
@grahamgrocott5008
Жыл бұрын
You worded that so perfectly.
@jm9371 Жыл бұрын
Wow.. good for you guys. Bringing mine detection to the masses!
@kardenapauza5057 Жыл бұрын
Their passion and care for humanity is super touching. I agree with nominating them for a Nobel peace prize!
@undercrackers56 Жыл бұрын
Well done! I was thinking of starting a project like this, but you guys are already so far ahead. May I suggest that you add dye packs or dye spray to mark the ground where the mines are. This could save lives in between the detection and removal process. Good luck.
@renatoarias9625 Жыл бұрын
Incorporating Lidar technology with your work will definitely make it easier in finding landmines especially those that are hidden in thick vegetations. It will be of great help for our defenders in Ukraine in mapping up minefields especially now that they are on their counter offensive. Good luck and more power to you guys! 🙂🇺🇦🇺🇦🇺🇦
@TRechs
3 ай бұрын
LiDAR is only useful at the macro level, and only for large items. Magnetometry or EM is required to locate individual UXO or landmines.
@oompaloompa74305 ай бұрын
Amazing. So proud of these young men. God bless their efforts. This technology and work will save thousands of lives.
@eloimumford5247 Жыл бұрын
Touching to see your dedication ...there is hope for humanity.
@_Amilio_ Жыл бұрын
Great work guys! 🙏🙌
@FD-rt3rv Жыл бұрын
Fantastic effort
@dshepherd107 Жыл бұрын
These young men should be nominated for a Nobel Prize
@harrie1
Жыл бұрын
True
@somebodyoncetoldme1704
Жыл бұрын
lol wtf
@v2mki523
Жыл бұрын
😂bro this is copy of Indian boy project
@LandserX
Жыл бұрын
@@v2mki523 in what year the project started? is there a link to articles or something about Indian version?
@DrBrunoDzogovic
Жыл бұрын
Not quite, this is not a breakthrough in a fundamental science that can be detrimental to crafting models. Magnetometers are already invented, AI is already invented. Just putting already invented technologies in a new use case is not worthy a Nobel prize. Something that is, for example, when Nuclear Fusion reactors get up and running to produce viable power.
@7_y1ar Жыл бұрын
Landmines are one of the scars left by war
@ethan073 Жыл бұрын
Wow. I wish I could work with these guys. I wonder if they have anything for someone with a mechatronics background to contribute?
@charliemyres54504 ай бұрын
Wonerful work! Anybody who knows these gentlemen well, please consider nominating them for a medal from the Royal Humane Society.or similar body.
@RichardBonomo4 ай бұрын
I'd like to hear how they have progressed since this was published. I am working on a drone-based landmine-detection project as well, using nuclear fusion technology.
@wildweasel30018 ай бұрын
Get these guys some funding... Ramp it up boys. Your work is needed
@N-ch5otАй бұрын
It was said that it detects landmines with multiple spectra, but it was detected.
@innadikoun6737 Жыл бұрын
great job guys. Do you also detect PFM-3 mines?
@dries59dep Жыл бұрын
if you detect the mine, you should it also be possible to disable the mine by dropping a (small) object, that falls on the mine, right ?
@goldfox3998 ай бұрын
Amazing work guys…
@harrison6082 Жыл бұрын
I hope it works. I suspect most mines are at least partially hidden
@CreatingUtopiaАй бұрын
Can't believe I was just interviewed by Gabriel 😭
@LandserX Жыл бұрын
Is there a way to contact with this team? may be email
@paperchaser9565 Жыл бұрын
I was hoping they would do something like that, would save many lives
@TroyMcCasland Жыл бұрын
Well done!
@peterkrause77008 ай бұрын
Hi. How can I get in contact with the persons involved. I may have additional information on detection. Peter Australia
@mohameddeq6370 Жыл бұрын
In Africa, specially Somalia we need this drone 30 years of fighting different kinds of weapons you know every where you stand there's high risk of the remaining of that weapons like motor,mines and other weapons. There are children that lost their hands,eyes,legs even their life. It's really so sad, but still there's hope to save the remaining if we get something like this.
@morpheusspirit6609 Жыл бұрын
Absolutely incredible work these young men are doing. A Nobel Peace Prize should be awarded to them. All governments should be investing millions of pounds £££ into developing this drone technology.
@LyubomirIko
11 ай бұрын
Nothing new. Massoud Hassani was making the same mine-sensing flying drones at least 5-6 years ago . The only difference here is the use of AI, and they didn't invent the AI.
@KoreanSpy11 ай бұрын
I just had this idea and searched it glad it being worked on
@lakeguy656163 ай бұрын
Interesting idea. On unseen data, you've trained your CNN to what degree of accuracy? Would you walk into a known minefield guided only by a map produced by your CNN?
@olorin4317 Жыл бұрын
Hope it works. Good job guys.
@w.d.g. Жыл бұрын
i really hope this works. too many innocents are hurt by mines.
@BlueFlameFoxX Жыл бұрын
You guys are doing God's work. God bless you all and may fortune smile upon you fine folk.
@andrewbiddle2487 Жыл бұрын
How do you detect the land mine when it's buried underground (as most land mines are)?
@miroslawkaras7710
Жыл бұрын
I think they could install metal detector on the dron and scan the grand. Evan more, I wonder if grand penetrating radar can be installed on dron. There might be interesting application that may spur to others fils not connected to demining.
@joenelson9747
11 ай бұрын
@@miroslawkaras7710 I agree. Ground penetrating radar is a proven application in the detection of anti-tank and anti-personnel mines located 5 - 15 cm underground. By installing GPR equipment on the drone, mines can be detected fast and autonomously using seismic waves, saving lives in the mine-ridden areas.
@richardhack983010 ай бұрын
These guys are doing a tremendous job! Risk reduction is priority #1 in cleaning and later clearing minefields. Adequate surveys with drones is a very important improvement of extinguishing active Mines. Local surveying fixed points will do nicely - No need for GPS. 2 Fixed points in the Cleared (=SAFE) zone and only 1 fixed point in the Uncleared (=UNSAFE) zone. Placing this last fixed point is VERY DANGEROUS. After the surveys, AT mines should be detonated by multiple drones dropping RGD-5 hand grenades. Drones dropping small cluster capsules will reduce the amount of AP mines. Now a second drone survey will be needed to locate the remaining mines. Depending on the Second Survey sappers could be allowed in the minefield to clear it. Too many remaining mines? > New drone attacks on mines ! Pls. notice that Drone-detonating AT mines clears the way for Flail-tanks (tractors). AT mines wear out flails, AP mines are no match to them.
@sto27799 ай бұрын
1:35 - They're using COCO pre-trained weights. I didn't know that dataset has land mines. Wouldn't it be better to make their own custom dataset of landmines? Also consider getting data of a land that is similar to rasputitsa, imagine Ukrainians saying that the drone doesn't give good results of a muddy soggy land.
@ahimel5 ай бұрын
I'm sure they moved to radars that penetrate the dirt surface by now.
@EmpyrealSolutions4 ай бұрын
How is landmine detected ...image procesiing would not work here ...any sensors used here?
@anthonywolf943 Жыл бұрын
Would you be able to tell the temperature difference between two shipping containers? If one had people in it would there be a significant detectable temperature difference?
@richardhack9830
10 ай бұрын
It depends on the situation. If the people inside the container are still alive a temperature difference might be detectable. Africans attempting to travel inside a container into EU have given up. Due to an incredible high death ratio (suffocation).
@SMGJohn Жыл бұрын
This is nothing new, ground penetrating radar technology has been mounted on helicopters to discover mines dug as deep as 10 metres, and I think Ford did something 10 years ago with a drone and ground penetrating radar as well, but the problem is these are COSTLY and time consuming technologies to implement, ground penetrating radar is also quite big and consumes a lot of power in fact the more juice you give it, the better it is at detecting. So its very impressive to see others trying cheaper methods of detection, but it appears they are not detecting mines that are dug very deeply, and that could be a huge limitation.
@richardhack9830
10 ай бұрын
Mines buried too deep do not get triggered. AT mines are not to be buried deeper than 1 ft (30 cm).
@SMGJohn
10 ай бұрын
@@richardhack9830 That highly depends on the mines used
@SB-lc2vd11 ай бұрын
Amazing !! Nobel Prize How can I help them?
@LyubomirIko
11 ай бұрын
Nothing new. Massoud Hassani was making the same mine-sensing flying drones at least 5-6 years ago . The only difference here is the use of AI, and they didn't invent the AI.
@gskhansir2600 Жыл бұрын
Nice
@alexNicoleWa10 ай бұрын
Military applications galore
@user-ze9im6rp4l11 ай бұрын
Hello, How can I contact the team for business opportunities?
@tungwd11 ай бұрын
This tech saves thousands and hundred thousand Ukrainians. 🎉
@miroslawkaras7710 Жыл бұрын
Genues idea. I just thought about someting simular that need to be use in Ukrain combat to defit all the mine fills.
@petrskupa6292 Жыл бұрын
Can they be used at this moment at Ukraine battle front? Please
@pi8869 Жыл бұрын
Who are these guys?
@SB-lc2vd
11 ай бұрын
Angels on earth
@enockmurithi273411 ай бұрын
Can i join you guys
@gideoncor9 ай бұрын
How much of the Pentagon budget is going into land mine removal? 100 million land mines in 60 countries means however much it is it's not enough.
@c.van.anderson
4 ай бұрын
"The US has invested over $4.2 billion since 1993 to clear landmines and explosive weapons of war (ERW). They also secure and dispose of excess small arms and light weapons (SA/LW) and munitions in over 100 countries and territories. ... The Senate Appropriations Committee approved $264.103 million for humanitarian demining in the 2024 budget."
@gideoncor
4 ай бұрын
@@c.van.anderson USA spends more than $785 billion on their military each year, so $4.3b is just 0.5% of the ANNUAL budget - but spread out across 31 years from 1993 to today. In 31 years they've spent about $20 trillion in today's dollars on war spending. Thank you for demonstrating just how outrageous that is.
@Davidstraub Жыл бұрын
Has this technology been applied in Ukraine yet?
@c.van.anderson
4 ай бұрын
Similiar principles and platforms, however this is usually post-conflict, less applicable during an active war zone
@TRechs3 ай бұрын
This has very limited potential, and only useful in evaluating and confirming presence. If this is the methodology used to determine if a location is free of mines, someone will die.
@LyubomirIko11 ай бұрын
Nothing new. Massoud Hassani was making the same mine-sensing flying drones at least 5-6 years ago . The only difference here is the use of AI.
@user-bg8dr6by6m6 ай бұрын
I'm a deminer some of you information is incorrect.
@KanchanbaiKanchanbai8 ай бұрын
On cuerish and risarch folooo gurup dane
@vivianflynn87369 күн бұрын
Sand drone technology
@SB-lc2vd11 ай бұрын
Hundreds of millions of mines deployed!! Indiscriminate and cruel, and can kill innocent civilians. Isn’t this by definition a terrorist act? Aren’t the manufacturers and deployers of mines then terrorists themselves?
@v2mki523 Жыл бұрын
bro this is copy of Indian boy project
@Oscar-ds2vb Жыл бұрын
their AI will be used by the military.
@vugarmamedov4576 Жыл бұрын
The Azerbaijani lands in Karabakh are polluted with tens of thousands of landmines by Armenian and Russian armies within 30 years of occupation.420.000 Azerbaijani people cannot return back to their liberated towns and villages because of that. Would this technology come to Azerbaijan? Mines keep on killing civil workers reviving destroyed infrastructure in Karabakh.
@d_lollol524 Жыл бұрын
hopefully they can use these detection drones in Ukraine .
@BStrapper11 ай бұрын
sad to say but Land mines are useful prevent invasions, If Ukraine had put enough land mines in the first place there would not have been a Russian invasion. Eventually that is what they will do just like the Russians who are working hard to make a future frontier out of the current frontline... if there is an efficient way to remove land mines, it will be more easy for the strong thug nations (eg Russia) to invade the weaker nations. Right now one thing is sure, those young guys are not alone to work on demining tools.
Пікірлер: 92
Fantastic work! These guys are a credit to humanity.
@grahamgrocott5008
Жыл бұрын
You worded that so perfectly.
Wow.. good for you guys. Bringing mine detection to the masses!
Their passion and care for humanity is super touching. I agree with nominating them for a Nobel peace prize!
Well done! I was thinking of starting a project like this, but you guys are already so far ahead. May I suggest that you add dye packs or dye spray to mark the ground where the mines are. This could save lives in between the detection and removal process. Good luck.
Incorporating Lidar technology with your work will definitely make it easier in finding landmines especially those that are hidden in thick vegetations. It will be of great help for our defenders in Ukraine in mapping up minefields especially now that they are on their counter offensive. Good luck and more power to you guys! 🙂🇺🇦🇺🇦🇺🇦
@TRechs
3 ай бұрын
LiDAR is only useful at the macro level, and only for large items. Magnetometry or EM is required to locate individual UXO or landmines.
Amazing. So proud of these young men. God bless their efforts. This technology and work will save thousands of lives.
Touching to see your dedication ...there is hope for humanity.
Great work guys! 🙏🙌
Fantastic effort
These young men should be nominated for a Nobel Prize
@harrie1
Жыл бұрын
True
@somebodyoncetoldme1704
Жыл бұрын
lol wtf
@v2mki523
Жыл бұрын
😂bro this is copy of Indian boy project
@LandserX
Жыл бұрын
@@v2mki523 in what year the project started? is there a link to articles or something about Indian version?
@DrBrunoDzogovic
Жыл бұрын
Not quite, this is not a breakthrough in a fundamental science that can be detrimental to crafting models. Magnetometers are already invented, AI is already invented. Just putting already invented technologies in a new use case is not worthy a Nobel prize. Something that is, for example, when Nuclear Fusion reactors get up and running to produce viable power.
Landmines are one of the scars left by war
Wow. I wish I could work with these guys. I wonder if they have anything for someone with a mechatronics background to contribute?
Wonerful work! Anybody who knows these gentlemen well, please consider nominating them for a medal from the Royal Humane Society.or similar body.
I'd like to hear how they have progressed since this was published. I am working on a drone-based landmine-detection project as well, using nuclear fusion technology.
Get these guys some funding... Ramp it up boys. Your work is needed
It was said that it detects landmines with multiple spectra, but it was detected.
great job guys. Do you also detect PFM-3 mines?
if you detect the mine, you should it also be possible to disable the mine by dropping a (small) object, that falls on the mine, right ?
Amazing work guys…
I hope it works. I suspect most mines are at least partially hidden
Can't believe I was just interviewed by Gabriel 😭
Is there a way to contact with this team? may be email
I was hoping they would do something like that, would save many lives
Well done!
Hi. How can I get in contact with the persons involved. I may have additional information on detection. Peter Australia
In Africa, specially Somalia we need this drone 30 years of fighting different kinds of weapons you know every where you stand there's high risk of the remaining of that weapons like motor,mines and other weapons. There are children that lost their hands,eyes,legs even their life. It's really so sad, but still there's hope to save the remaining if we get something like this.
Absolutely incredible work these young men are doing. A Nobel Peace Prize should be awarded to them. All governments should be investing millions of pounds £££ into developing this drone technology.
@LyubomirIko
11 ай бұрын
Nothing new. Massoud Hassani was making the same mine-sensing flying drones at least 5-6 years ago . The only difference here is the use of AI, and they didn't invent the AI.
I just had this idea and searched it glad it being worked on
Interesting idea. On unseen data, you've trained your CNN to what degree of accuracy? Would you walk into a known minefield guided only by a map produced by your CNN?
Hope it works. Good job guys.
i really hope this works. too many innocents are hurt by mines.
You guys are doing God's work. God bless you all and may fortune smile upon you fine folk.
How do you detect the land mine when it's buried underground (as most land mines are)?
@miroslawkaras7710
Жыл бұрын
I think they could install metal detector on the dron and scan the grand. Evan more, I wonder if grand penetrating radar can be installed on dron. There might be interesting application that may spur to others fils not connected to demining.
@joenelson9747
11 ай бұрын
@@miroslawkaras7710 I agree. Ground penetrating radar is a proven application in the detection of anti-tank and anti-personnel mines located 5 - 15 cm underground. By installing GPR equipment on the drone, mines can be detected fast and autonomously using seismic waves, saving lives in the mine-ridden areas.
These guys are doing a tremendous job! Risk reduction is priority #1 in cleaning and later clearing minefields. Adequate surveys with drones is a very important improvement of extinguishing active Mines. Local surveying fixed points will do nicely - No need for GPS. 2 Fixed points in the Cleared (=SAFE) zone and only 1 fixed point in the Uncleared (=UNSAFE) zone. Placing this last fixed point is VERY DANGEROUS. After the surveys, AT mines should be detonated by multiple drones dropping RGD-5 hand grenades. Drones dropping small cluster capsules will reduce the amount of AP mines. Now a second drone survey will be needed to locate the remaining mines. Depending on the Second Survey sappers could be allowed in the minefield to clear it. Too many remaining mines? > New drone attacks on mines ! Pls. notice that Drone-detonating AT mines clears the way for Flail-tanks (tractors). AT mines wear out flails, AP mines are no match to them.
1:35 - They're using COCO pre-trained weights. I didn't know that dataset has land mines. Wouldn't it be better to make their own custom dataset of landmines? Also consider getting data of a land that is similar to rasputitsa, imagine Ukrainians saying that the drone doesn't give good results of a muddy soggy land.
I'm sure they moved to radars that penetrate the dirt surface by now.
How is landmine detected ...image procesiing would not work here ...any sensors used here?
Would you be able to tell the temperature difference between two shipping containers? If one had people in it would there be a significant detectable temperature difference?
@richardhack9830
10 ай бұрын
It depends on the situation. If the people inside the container are still alive a temperature difference might be detectable. Africans attempting to travel inside a container into EU have given up. Due to an incredible high death ratio (suffocation).
This is nothing new, ground penetrating radar technology has been mounted on helicopters to discover mines dug as deep as 10 metres, and I think Ford did something 10 years ago with a drone and ground penetrating radar as well, but the problem is these are COSTLY and time consuming technologies to implement, ground penetrating radar is also quite big and consumes a lot of power in fact the more juice you give it, the better it is at detecting. So its very impressive to see others trying cheaper methods of detection, but it appears they are not detecting mines that are dug very deeply, and that could be a huge limitation.
@richardhack9830
10 ай бұрын
Mines buried too deep do not get triggered. AT mines are not to be buried deeper than 1 ft (30 cm).
@SMGJohn
10 ай бұрын
@@richardhack9830 That highly depends on the mines used
Amazing !! Nobel Prize How can I help them?
@LyubomirIko
11 ай бұрын
Nothing new. Massoud Hassani was making the same mine-sensing flying drones at least 5-6 years ago . The only difference here is the use of AI, and they didn't invent the AI.
Nice
Military applications galore
Hello, How can I contact the team for business opportunities?
This tech saves thousands and hundred thousand Ukrainians. 🎉
Genues idea. I just thought about someting simular that need to be use in Ukrain combat to defit all the mine fills.
Can they be used at this moment at Ukraine battle front? Please
Who are these guys?
@SB-lc2vd
11 ай бұрын
Angels on earth
Can i join you guys
How much of the Pentagon budget is going into land mine removal? 100 million land mines in 60 countries means however much it is it's not enough.
@c.van.anderson
4 ай бұрын
"The US has invested over $4.2 billion since 1993 to clear landmines and explosive weapons of war (ERW). They also secure and dispose of excess small arms and light weapons (SA/LW) and munitions in over 100 countries and territories. ... The Senate Appropriations Committee approved $264.103 million for humanitarian demining in the 2024 budget."
@gideoncor
4 ай бұрын
@@c.van.anderson USA spends more than $785 billion on their military each year, so $4.3b is just 0.5% of the ANNUAL budget - but spread out across 31 years from 1993 to today. In 31 years they've spent about $20 trillion in today's dollars on war spending. Thank you for demonstrating just how outrageous that is.
Has this technology been applied in Ukraine yet?
@c.van.anderson
4 ай бұрын
Similiar principles and platforms, however this is usually post-conflict, less applicable during an active war zone
This has very limited potential, and only useful in evaluating and confirming presence. If this is the methodology used to determine if a location is free of mines, someone will die.
Nothing new. Massoud Hassani was making the same mine-sensing flying drones at least 5-6 years ago . The only difference here is the use of AI.
I'm a deminer some of you information is incorrect.
On cuerish and risarch folooo gurup dane
Sand drone technology
Hundreds of millions of mines deployed!! Indiscriminate and cruel, and can kill innocent civilians. Isn’t this by definition a terrorist act? Aren’t the manufacturers and deployers of mines then terrorists themselves?
bro this is copy of Indian boy project
their AI will be used by the military.
The Azerbaijani lands in Karabakh are polluted with tens of thousands of landmines by Armenian and Russian armies within 30 years of occupation.420.000 Azerbaijani people cannot return back to their liberated towns and villages because of that. Would this technology come to Azerbaijan? Mines keep on killing civil workers reviving destroyed infrastructure in Karabakh.
hopefully they can use these detection drones in Ukraine .
sad to say but Land mines are useful prevent invasions, If Ukraine had put enough land mines in the first place there would not have been a Russian invasion. Eventually that is what they will do just like the Russians who are working hard to make a future frontier out of the current frontline... if there is an efficient way to remove land mines, it will be more easy for the strong thug nations (eg Russia) to invade the weaker nations. Right now one thing is sure, those young guys are not alone to work on demining tools.