Pretrained computer vision classifier

Identify pokemon card type with one API call.

A pretrained pokemon card type classifier that sorts an image into one of 10 categories — what type of Pokémon card it is. Use the pokemon card type API immediately, no training required, then adapt it to your own data when you need more.

Pretrained · Nyckel-trained 10 labels out of the box Image input

Try the pokemon card type classifier

Drop in a photo and get the prediction back. No signup, no setup.

What this pokemon card type classifier recognizes

A sample of the 24 labels this pretrained classifier chooses between.

Alternate Art
Basic
Energy
Ex
Full Art
Gx
Hidden Fates
Holo
Item
Legendary

Need a label that isn't here? Clone the classifier into your Nyckel console and edit the label set to fit your data.

Call the pokemon card type API

Get your own copy of this classifier behind your own endpoint — callable from any HTTP client:

API quick start
curl -X POST "https://www.nyckel.com/v1/functions/YOUR_FUNCTION_ID/invoke" \
  -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"data": "https://example.com/photo.jpg"}'

Example response

{
  "labelName": "Alternate Art",
  "labelId": "label_...",
  "confidence": 0.92
}

Under the hood

Model type
Nyckel-trained

Trained on a Nyckel-curated dataset covering 10 pokemon card type categories, served on Nyckel's own infrastructure — your image stays on Nyckel.

Input
Image

Send an image URL or file to the invoke endpoint; the response is a label with a confidence score.

Make it yours
Adaptable

Clone it, then correct predictions and add your own samples in the console — Nyckel retrains automatically, turning this into a custom model tuned to your data.

More than a demo: this page is one of thousands of pretrained functions on Nyckel, an ML classification platform. You can invoke classifiers by API, review predictions, correct labels, collect samples from production traffic, and promote any pretrained function to a private custom model — without changing your integration.

Where teams use pokemon card type classification

Inventory Management

Retailers can use the Pokémon card type identifier to streamline inventory tracking by automatically categorizing cards into their respective types upon arrival. This ensures accurate stock levels and simplifies the organization process for card displays.

Marketplace Listings

Online sellers can implement the card type identifier to enhance their listings by automatically tagging cards with the correct type, making it easier for buyers to search for specific types. This increased visibility can lead to a higher sales conversion rate.

Price Evaluation

Collectors and resellers can leverage the identifier to quickly ascertain the value of their cards based on type-related market trends. By understanding which types tend to appreciate in value, they can make informed decisions about buying or selling.

Collection Management

Hobbyists can utilize the identifier to manage their collections by categorizing their cards, allowing for improved organization and easier access when searching for specific cards. This can lead to better experience while showcasing their collections to others.

Tournament Preparation

Players can employ the Pokémon card type identifier to build optimized decks by analyzing the strengths and weaknesses of card types against popular tournament strategies. This data-driven approach enhances the competitiveness of their gameplay.

Game Development

Developers of Pokémon-themed games can integrate the card type identifier to create engaging gameplay mechanics based on card types. Players could, for instance, earn bonuses or unlock achievements by collecting certain types, enhancing user engagement.

Research and Analytics

Market analysts can use the identifier to gather quantitative data on Pokémon cards across different types, helping to identify trends in collector interests. This information can be invaluable for businesses looking to enter or expand in the Pokémon trading card market.

Common questions

What's the difference between a zero-shot and a Nyckel-trained classifier?

A zero-shot classifier uses a large foundation model's general knowledge to pick between your labels — no task-specific training, so new or edited labels work immediately. A Nyckel-trained classifier has been trained on labeled examples and runs on Nyckel's own infrastructure, which typically makes it faster, cheaper per call, and more accurate on data that resembles its training set. The "Under the hood" section on this page shows which kind this classifier is, and any classifier can be adapted into a trained one by adding your own examples.

How do I know whether this will work for my application?

Honestly: we can't know in advance — it depends on your data stream and how closely it resembles what this classifier has seen. The reliable way to find out is to measure it on your own data: start invoking the classifier with real traffic, or upload and annotate a set of images in the console — make sure they look like your production data, not idealized examples. Nyckel's evaluation metrics then show you exactly how it performs on that data before you rely on it.

What happens when it makes a mistake?

No classifier is perfect, so Nyckel is built around the correction loop: invokes can be captured for review, you confirm or correct predictions in the console, and corrections become training data. Over time the model adapts to your data distribution — accuracy on your traffic improves with use rather than staying fixed.

Do I need training data to get started?

No. This pokemon card type classifier works out of the box — clone it into your console and you'll have your own API endpoint in under a minute. Training data only enters the picture when you want to adapt it: your corrected predictions and uploaded samples improve the model, and you can also edit the label set to match your needs.

What does it cost to try?

Trying the classifier on this page is free with no signup. Cloning it requires a free account, and the free tier covers your first API calls each month — see nyckel.com/pricing for current limits and paid tiers.

Ready to classify pokemon card type at scale?

Add this pretrained classifier to your Nyckel console — you'll get a live API endpoint in under a minute, and a path to a custom model when you need one.