T4T (Tech 4 Tracing) @tech4tracing
Applied technology NGO incubating new tools for illicit arms and ammunition documentation and mine action. EU supported. tech4tracing.org Joined March 2022-
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Thank you @UNDPUkraine for the invitation to present to students at the @NAU_officialx as part of the Humanitarian Demining Technology Innovation Challenge. We heard a lot of interesting pitches! An excellent initiative @mineconomdev @MVEP_hr
A big day -- tech presentation today at @theGICHD Innovation Conference AND our work cited in the latest UN Secretary-General's Report on Small Arms and Light Weapons. #newtechforarmscontrol @adamhrv @UN_Disarmament
Real-world automated explosive ordnance detection is here.
Proud of how far this project has come in the last six months and where it's headed. We have runway and are ready for scale-up. With all types of weapons and munitions to detect, the sky's the limit.
Just released! Our Innovation Conference 2023 agenda is now online. We're updating our website regularly with information including breakout session, speakers, exhibitors and more🔻 link.gichd.org/IC2023
T4T was pleased to take part in today’s Demine Ukraine Forum in Kyiv. The side discussions were fruitful. We believe T4T’s computer vision-based AI technology can make a marked impact for the automated detection of UXO and other ERW in Ukraine
Researchers @adamhrv and @tech4tracing built a #ComputerVision-based object detector that will help mine action and human rights investigators detect submunitions in Ukraine. Their peer-reviewed article appears in The Journal of CWD. #OSINT @StateDeptPM jmu.edu/news/cisr/2023…
T4T's intervention this morning at the UN OEWG on Conventional Ammunition stressed the capabilities that computer vision will bring to illicit ammunition documentation. Current references to new technologies in the draft Global Framework should stay!
We #StandWithUkraine on accountability for atrocity crimes to ensure perpetrators are brought to justice. #EUFPI head @pmwBxl met prosecutors & police from areas close to the front line to discuss 🇪🇺support to the OPG’s regional offices & 🇺🇦 vision for victim centred justice.
Use VFRAME demo models to run object detection in your web browser. Batch processing supported. Drag-drop images and download JSON to bootstrap your own bbox annotations. --> demos.vframe.io (using tfjs + yolo in browser, no data sent to server)
T4T was honored to have been invited to present at @REAIMsummit this week on "Arms Control for the 21st Century," showcasing our work with @adamhrv on computer vision detection of munitions. The conversation on AI in the military must include a focus on arms control applications.
New technologies can improve ammunition traceability in the absence of packaging information after diversion events, said T4T Reseach Director yesterday at the third session of the UN Open-ended Working Group on Conventional Ammunition. #newtech tech4tracing.org/wp-content/upl…
T4T is pleased to have been selected to participate in @REAIMsummit 2023 hosted by @Rijksoverheid. We will be showcasing cutting edge AI-enhanced arms control tools and applications. 15-16 February in the Hague and online. More to follow.
Rapid advancement of science and technology is starting to outpace our efforts in developing norms. We must make sure they bring enormous benefits to humankind while possible “dark side” will be regulated. We are looking forward to this Summit in February 2023.
Rapid advancement of science and technology is starting to outpace our efforts in developing norms. We must make sure they bring enormous benefits to humankind while possible “dark side” will be regulated. We are looking forward to this Summit in February 2023.
Great questions from EU Working Group on Conventional Arms Exports (COARM) members following our presentation on Friday of computer vision and OCR enhancements for diversion documentation. Thanks to @BelgiumMFA for arranging our visit. #newtech #armscontrol
Good to see that academia is starting to pick up and pay attention to the arms control opportunities presented by new technologies.
Good to see that academia is starting to pick up and pay attention to the arms control opportunities presented by new technologies.

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