EXP-067 · LiveA housing society in 3D, with every plot's owner, file and payments on top
65 plots on a 3D map of a Pakistani housing society from one 20-second drone clip, each with its build stage read from the footage and a register of owner, file and payments laid on top.
EXP-066 · LiveA century of handwritten rainfall, read cell by cell
610 of 610 cells right wherever two open OCR models, run on one graphics card, wrote the same number on ten handwritten Met Office rainfall sheets from the 1860s to the 1950s.
EXP-065 · LiveGiza from one drone clip, raised in the order it was built
35.4 dB on frames the model never saw: the Giza plateau rebuilt in 3D from a 65-second stock drone clip, then raised pyramid by pyramid beside Gemini's pictures of the past.
EXP-062 · LiveA housing site from one drone flight, plot by plot
113 plots found and placed in 3D from one 44-second drone pass over a housing site, in about 15 minutes on one graphics card.
EXP-061 · LiveA recording you can step into, and a voice that says what happened
2.45 m closest a forklift came to a walking worker, measured from one ordinary video, with the people in it as the ruler.
EXP-058 · LiveA video turned into a sculpture of time, and an AI that says what's in it
2.7 % error in the camera path measured from a 10-second phone walk inside the browser, against a full photogrammetry solve (a straight line is 5.4% off).
EXP-057 · Live4D video playback: a flat video rebuilt as a moment you can walk around
11 min from a flat 5.5-second video to a scene you can move through in space and time, on one RTX 4070.
EXP-056 · LiveA 3D scene that streams like video: first view in half a second
0.5 s to the first 3D view on a simulated 20 Mbit/s connection, against 5.6 s to download the whole scene first.
EXP-055 · LiveFlat 360° video turned into stereo 360° for VR headsets
24.0 dB match to a true stereo 360 camera, against 19.9 dB for flat 360 (60 frames, 2048×1024).
EXP-054 · LiveA 6M-parameter depth model makes our live 3D converter 60% faster
75 fps 720p frames converted to 3D per second on one RTX 4070 with ZipDepth, up from 47 with Depth Anything V2.
EXP-053 · ResultWhich small local model reads UK paperwork without making numbers up
90.4 % of 426 fields read correctly by a 256M-parameter model on one RTX 4070, with 0.17 invented numbers per page.
EXP-052 · LiveFlat video turned into 3D live, on one graphics card
46.6 fps 720p frames converted to side-by-side 3D per second on one RTX 4070. A live feed needs 30..
EXP-059 · LivePeak swing told us nothing about how well a crane was driven
1.0 ° swing left when a traverse ends on a full pendulum period, against 18.3° half a period out; peak swing 9.8° either way.
EXP-060 · LiveFinishing every step and still failing the isolation
5/5 steps completed on a run that still fails, because locking a live line is recorded rather than blocked.
EXP-050 · LiveOne photo to an avatar that copies you through your webcam
26 ms per video frame to find 33 body landmarks, in the browser, with no server.
EXP-046 · ResultReflective car capture in a quarter of the time
23.86 dB average PSNR on 30 photographs the model never saw.
EXP-047 · LiveRebuilding our drivable cars with a better generator
−24 % fewer triangles in the rigged cars, yet visibly cleaner panels, glass and mirrors.
EXP-048 · ResultOne portrait to a walking 3D character
1 → 3 one head-and-shoulders photo in, three animated motions out.
- EXP-049 · Result
The silent PyTorch bug that made our car model get worse
15.22 dB on 5 cars it has never seen, above the released AnySplat model (14.6), trained from scratch on commercially licensed data.