Use Cases

Whether you need to recognize R2D2 from C3PO or feel like building a Skynet search engine, Ximilar machine learning platform is here for you. Read use cases across different industries and markets.

How to Train an Object Detection Model With One Click

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

Hololive Card Recognition for Card Scanners & Collector Apps

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

Naruto Mythos Card Recognition by TCG AI

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

Duel Masters Card Recognition – Now in Our TCG AI

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

Vision Language Model Evaluation & Inspection Made Easy

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

Fine-Tuning a Vision Language Model With the Ximilar API

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

Top Clarifai Alternatives in 2026 – Find the Best Fit for Your Visual AI Needs

Clarifai shuts down July 17, 2026. See which services Ximilar replaces, where it goes further, and how to migrate fast.

Recognize New & Rare Cards With AI Sports Card Identification

With millions of cards and variations, even the best databases miss some. We refined our sports cards recognition to identify cards even when no match exists.

Automate Card Grading With AI via API – Step by Step

A guide on how to easily connect to our trading card grading and condition evaluation AI via API.