Olga Ivanova

Does the job

Pretty happy overall. The core workflow just works and it saves real time. but no dealbreakers — I'd recommend it to a friend without hesitating.

Does the job

Pretty happy overall. Support for detection, segmentation, and pose tasks just works and runs on edge hardware and embedded devices. Requires labeled datasets and training expertise can be annoying, but no dealbreakers — I'd recommend it to a friend without hesitating.

Use it every day

Honestly didn't expect to like it this much. Designed for collaborative editing teams is exactly what I needed, and fits into existing Docs collaboration workflow. I do wish limited to Google Docs users, but I reach for it almost every day now and it just clicks.

Compared a few options

Evaluated this against two competitors. Where it wins: reference-based style exploration and photo-to-prompt conversion saves time. On balance the feature set — especially prompt editing and refinement — justifies the 5 stars for our use case.

Solid for our team

We rolled this out across the team last quarter and map-based visualization of results. Interactive map display fits neatly into how we already work, and gPS metadata extraction removed a step we used to do by hand. but it has held up under daily use.