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ViT Brain Tumor MRI Classifier

Image generationUnavailable
by CommunityModel ID: vit-brain-tumor-mri-classifier

ViT base fine-tuned on brain MRI slices to classify tumor type. Given an MRI image it returns scores for glioma, meningioma, pituitary tumor or no tumor. Most-downloaded brain-tumor classifier in this search. Research and education only, not a diagnostic tool.

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Status
Unavailable
Input → output
Text + Image → Image
Developer
Community
Updated
September 23, 2026

ViT Brain Tumor MRI Classifier is currently unavailable

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Playground

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Input & output

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Try ViT Brain Tumor MRI Classifier

Brain MRI slice to classify

Output
Your image appears here.

This run

No price – currently unavailable.

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About ViT Brain Tumor MRI Classifier

TL;DRAs of September 23, 2026

ViT Brain Tumor MRI Classifier is a model by Community in the Image generation category. ViT Brain Tumor MRI Classifier is currently not available on Railwail.

This model fine-tunes a ViT base classifier on a labelled brain MRI dataset with four classes: glioma, meningioma, pituitary tumor and no tumor. It takes one MRI slice and outputs a four-class probability distribution. It is intended for research on MRI tumor classification and for teaching. It carries no regulatory clearance and must not be used to diagnose or treat patients.
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Pricing

Currently unavailable. There is no price for this model at the moment, so it cannot be run.

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API

Call ViT Brain Tumor MRI Classifier with your Railwail API key. Use this model ID in the request:
vit-brain-tumor-mri-classifierAPI documentationGet an API key

No verified API example

The public API passes a different input format than this model needs. Use the playground above.

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Specifications

Model ID
vit-brain-tumor-mri-classifier
Developer
Community
Category
Image generation
Input
Text, Image
Output
Image
Catalog entry updated
September 23, 2026

Input parameters

Inputs and settings from the model's input schema. The example in the API section shows which of them the API accepts.

  • imagerequired

    Brain MRI slice to classify

    Type: Text
    Default: –
    Allowed values: –

Tags

  • medical
  • research
  • not-diagnostic
  • radiology
  • huggingface
  • brain-tumor
  • mri
  • image-classification
  • vit
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Use cases

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Frequently asked questions

What is ViT Brain Tumor MRI Classifier?

ViT Brain Tumor MRI Classifier is a model by Community in the Image generation category. It is listed on Railwail but cannot be run at the moment.

How much does ViT Brain Tumor MRI Classifier cost on Railwail?

ViT Brain Tumor MRI Classifier cannot be run on Railwail at the moment, so there is no current price. Available alternatives with prices are listed further down this page.

Which settings does ViT Brain Tumor MRI Classifier support?

According to its input schema, ViT Brain Tumor MRI Classifier knows these parameters: image.

How fast is ViT Brain Tumor MRI Classifier?

There are not enough measured runs of ViT Brain Tumor MRI Classifier on Railwail yet to state a run time. It depends on the input, the settings and the load at the provider.

Is ViT Brain Tumor MRI Classifier better than FLUX 1.1 Pro?

That depends on the task. ViT Brain Tumor MRI Classifier (Community) and FLUX 1.1 Pro (Black Forest Labs) are both models in the Image generation category. The comparison page shows their prices and specifications side by side.

Compare ViT Brain Tumor MRI Classifier and FLUX 1.1 Pro

Can ViT Brain Tumor MRI Classifier use an image as input?

Yes. Send the image in the image parameter.

Can I use ViT Brain Tumor MRI Classifier right now?

Currently unavailable. The page stays online; available alternatives from the same category are listed further down.

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