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LoGeR – 3D reconstruction from extremely long videos (DeepMind, UC Berkeley)

https://loger-project.github.io
27•helloplanets•3h ago

Comments

msuniverse2026•1h ago
Truly don't understand what is happening in the heads of these researchers. Can't they see how the main use of this is going to be mass surveillance?
KeplerBoy•1h ago
These seems to be much more robotics / autonomous vehicle focused? I don't quite see the mass surveillance angle you get from this you don't already get from cheap ubiquitous cameras, basic computer vision and networking (aka flock) .
haritha-j•1h ago
I think you've made the erroneous assumption that the researchers care. I work in 3D reconstruction and I've not really seen too many people care about the actual use case, and indeed have had some friends join defence.
imtringued•39m ago
I'm not sure what you mean. The input video feed already constitutes "surveillance". You'd need cameras everywhere and if you have a camera, you can also just use regular models like China already does.
IshKebab•1h ago
Very cool. Doesn't seem like they've actually released the code:

> This is a reimplementation of LoGeR; complete code and models will be released upon approval.

I don't understand why it's a reimplementation either?

I would guess it's "research" code anyway so not really usable unless you are an expert.

Dead_Lemon•1h ago
What is the actual objective of this, is it solving an issue or creating a solution to a problem, that is still to be determined? It seems like a lot of energy to replicate a lidar mapping system. It's not like you can expect accurate dimensions from this approximate guess work, excluding the expected hallucinations adding to inaccuracy.
flipbrad•36m ago
N00b question from me, perhaps, but how easy is it to mount and run Lidar on aerial drones?
petargyurov•30m ago
It's easy but it's not cheap. Well, price is relative but capturing video is certainly cheaper.

Also, I am not sure how heavy LIDAR units are, but remember that the heavier the payload the more the flight time is reduced. Some drones can only have a single payload, so if you also want to capture (high-res) video/imgs you need to fly again.

It all depends on the use-case.

Daub•8m ago
The most available lidar is found on your iPhone, but the results are orders of magnitude less detailed than that derived from photogrammetry. How ever an advantage is that lidar is not confused by reflections.
voidUpdate•22m ago
Video cameras are much cheaper and easier to use than LIDAR, like anyone can just pull out their phone, take a video and send it to this algorithm to get a reasonable point cloud of the environment. Sure, if you want an exact model of an environment and you have the time and money, LIDAR would give better results, but this is about doing more with less
tmilard•1h ago
Very interesting paper. I can see street-view using it to perfect the 3D analysing of the photo-video they catch with there google-car. What a wonderfull time we are living in ! Specificaly in the Video to 3D reconstruction. Every month, a new brick is put in place.Super
_fw•25m ago
This is like something straight out of Cyberpunk 2077 - the braindances investigation scenes.

Redox OS has adopted a Certificate of Origin policy and a strict no-LLM policy

https://gitlab.redox-os.org/redox-os/redox/-/blob/master/CONTRIBUTING.md
57•pjmlp•48m ago•38 comments

Lotus 1-2-3 on the PC with DOS

https://stonetools.ghost.io/lotus123-dos/
81•TMWNN•3d ago•28 comments

Two Years of Emacs Solo

https://www.rahuljuliato.com/posts/emacs-solo-two-years
249•celadevra_•9h ago•70 comments

Optimizing Top K in Postgres

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70•philippemnoel•1d ago•10 comments

macOS Tahoe windows have different corner radiuses

https://lapcatsoftware.com/articles/2026/3/1.html
119•robenkleene•3d ago•73 comments

Building a Procedural Hex Map with Wave Function Collapse

https://felixturner.github.io/hex-map-wfc/article/
488•imadr•16h ago•71 comments

LoGeR – 3D reconstruction from extremely long videos (DeepMind, UC Berkeley)

https://loger-project.github.io
27•helloplanets•3h ago•12 comments

No, it doesn't cost Anthropic $5k per Claude Code user

https://martinalderson.com/posts/no-it-doesnt-cost-anthropic-5k-per-claude-code-user/
206•jnord•10h ago•142 comments

A useless infinite scroll experiment

https://futile.ch/en/
54•dolin_ch•3d ago•32 comments

Show HN: Remotely use my guitar tuner

https://realtuner.online/
191•smith-kyle•3d ago•42 comments

JSLinux Now Supports x86_64

https://bellard.org/jslinux/
316•TechTechTech•17h ago•92 comments

Is legal the same as legitimate: AI reimplementation and the erosion of copyleft

https://writings.hongminhee.org/2026/03/legal-vs-legitimate/
456•dahlia•18h ago•484 comments

Learnings from paying artists royalties for AI-generated art

https://www.kapwing.com/blog/learnings-from-paying-artists-royalties-for-ai-generated-art/
131•jenthoven•7h ago•101 comments

Show HN: I Was Here – Draw on street view, others can find your drawings

https://washere.live
24•mrktsm__•4h ago•17 comments

Darkrealms BBS

http://www.darkrealms.ca/
98•TigerUniversity•3d ago•22 comments

The hidden compile-time cost of C++26 reflection

https://vittorioromeo.com/index/blog/refl_compiletime.html
10•SuperV1234•3d ago•1 comments

The “JVG algorithm” only wins on tiny numbers

https://scottaaronson.blog/?p=9615
64•jhalderm•9h ago•35 comments

Show HN: DenchClaw – Local CRM on Top of OpenClaw

https://github.com/DenchHQ/DenchClaw
116•kumar_abhirup•18h ago•96 comments

DARPA’s new X-76

https://www.darpa.mil/news/2026/darpa-new-x-76-speed-of-jet-freedom-of-helicopter
195•newer_vienna•16h ago•181 comments

Launch HN: Terminal Use (YC W26) – Vercel for filesystem-based agents

101•filipbalucha•16h ago•74 comments

Getting Started in Common Lisp

https://lisp-stat.dev/blog/2026/03/09/getting-started/
43•oumua_don17•10h ago•8 comments

Graphing how the 10k* most common English words define each other

https://wyattsell.com/experiments/word-graph/
57•wyattsell•2d ago•16 comments

An opinionated take on how to do important research that matters

https://nicholas.carlini.com/writing/2026/how-to-win-a-best-paper-award.html
128•mad•17h ago•31 comments

Florida judge rules red light camera tickets are unconstitutional

https://cbs12.com/news/local/florida-news-judge-rules-red-light-camera-tickets-unconstitutional
426•1970-01-01•16h ago•540 comments

Worming out molecular secrets behind collective behaviour

https://iisc.ac.in/events/worming-out-molecular-secrets-behind-collective-behaviour/
11•rainhacker•3d ago•0 comments

OpenAI is walking away from expanding its Stargate data center with Oracle

https://www.cnbc.com/2026/03/09/oracle-is-building-yesterdays-data-centers-with-tomorrows-debt.html
349•spenvo•13h ago•202 comments

Notes on Baking at the South Pole

https://www.newyorker.com/culture/the-weekend-essay/the-most-beautiful-freezer-in-the-world
58•mitchbob•14h ago•21 comments

No leap second will be introduced at the end of June 2026

https://lists.iana.org/hyperkitty/list/tz@iana.org/thread/P6D36VZSZBUSSTSMZKFXKF4T4IXWN23P/
111•speckx•21h ago•117 comments

Ireland shuts last coal plant, becomes 15th coal-free country in Europe (2025)

https://www.pv-magazine.com/2025/06/20/ireland-coal-free-ends-coal-power-generation-moneypoint/
960•robin_reala•23h ago•593 comments

Flash media longevity testing – 6 years later

https://old.reddit.com/r/DataHoarder/comments/1q6xnun/flash_media_longevity_testing_6_years_later/
160•1970-01-01•1d ago•89 comments