Pokemon anime studio OLM built an AI coloring tool that learns a show from three hand painted frames
OLM says its coloring tool learns a show's palette from three hand painted frames and cut painting work by about 30% in early tests. The checkers who review every frame now have more to do, and OLM has not said if it runs on Pokemon episodes yet.
Three hand-painted frames are all OLM's new coloring tool needs to learn a show. OLM makes the Pokemon anime series and films, and its tool flips the usual AI bargain: instead of training on a mountain of other people's work, it learns only from the production in front of it.
OLM Digital board director Yotsukura Tatsuo described it at the Taiwan Creative Content Fest in Taipei. An artist colors three frames by hand, the system learns that show's line shapes and color palette in about 90 seconds, then colors each remaining frame in around 15 seconds. The more frames an artist paints, the more accurate it gets, and a new character, even a dragon, can be added straight away.
"Strictly speaking, it isn't generative AI," Yotsukura said. Because it trains only on the production's own frames, he argued, no other works are harmed. It came out of ANIMINS, a 15-month research project he led under GENIAC, a generative AI program overseen by Japan's Ministry of Economy, Trade and Industry, which wrapped in February.
The early numbers are modest. At proof of concept stage, Yotsukura estimated painting work fell by about 30%, but the checkers who review every colored frame now have somewhat more to do. OLM has not said whether the tool is used on Pokemon episodes yet, or whether other studios will be able to use it.
It is not the only attempt. Toon Boom, maker of the Harmony animation software, says the coloring beta in its Ember AI suite is wrapping up; one Manila studio that tested it cut painting on a 90-second to two-minute scene from 15 hours to two or three.
Our take: training on the show's own frames answers the consent question more directly than any policy statement. The open question is the checkers. If their extra hours eat the 30%, the saving is a reshuffle, not a cut.
Source: Variety, Nov 7, 2026; METI GENIAC.








