Use Cases

An open-source card scanner for live streams. Cardstream identifies TCGs like Pokémon and sports cards in real time from your video.

Ximilar’s card AI now handles Palworld card recognition in English and Japanese, from a single scan. Test it in the App, via API or the demo.

Train your own instance segmentation model with Ximilar’s no-code computer vision platform – from polygon annotation to a deployed API.

Define, optimize and deploy to API your custom object detection model without coding.

Ximilar’s AI now identifies every hololive OFFICIAL CARD GAME (hOCG) card – name, set, rarity, and more – in English and Japanese.

Ximilar’s card recognition AI now identifies English Naruto Mythos TCG cards – name, set, rarity, and other details returned directly from the API.

Our card recognition AI now scans and identifies Japanese Duel Masters trading cards in a single REST API response.

From loss curves to GGUF exports – mastering your vision language model evaluation workflow with built-in metrics.

Fine-tune your vision-language model with image understanding, run it on your own hardware, and cut your per-inference token costs.