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Kather100K Colorectal Tissue Classifier (ResNet50)

Image generationUnavailable
by CommunityModel ID: kather100k-colorectal-resnet50

ResNet50 from the TIA Toolbox model zoo, trained on the Kather100K dataset of 100,000 hematoxylin-and-eosin colorectal histology patches. It classifies a tissue tile into one of nine categories such as tumor epithelium, stroma, lymphocytes, mucus, smooth muscle, debris, adipose, background and normal mucosa. Research use only, not a diagnostic device.

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

Kather100K Colorectal Tissue Classifier (ResNet50) is currently unavailable

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Playground

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Input & output

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Try Kather100K Colorectal Tissue Classifier (ResNet50)

H&E colorectal tissue tile to classify

Output
Your image appears here.

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About Kather100K Colorectal Tissue Classifier (ResNet50)

TL;DRAs of September 23, 2026

Kather100K Colorectal Tissue Classifier (ResNet50) is a model by Community in the Image generation category. Kather100K Colorectal Tissue Classifier (ResNet50) is currently not available on Railwail.

This is a re-hosted copy of the ResNet50 colorectal classifier from the TIA Toolbox model zoo (CC-BY-4.0). It was trained on the Kather et al. NCT-CRC-HE-100K collection of 100,000 H&E-stained image tiles from human colorectal cancer and healthy tissue. Given a single patch it returns the most likely tissue class out of the nine Kather categories, which is a common building block for tumor-region mapping and tissue-composition analysis in computational pathology. It is a research and education tool and must not be used for clinical diagnosis.
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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 Kather100K Colorectal Tissue Classifier (ResNet50) with your Railwail API key. Use this model ID in the request:
kather100k-colorectal-resnet50API 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
kather100k-colorectal-resnet50
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

    H&E colorectal tissue tile to classify

    Type: Text
    Default: –
    Allowed values: –

Tags

  • huggingface
  • medical
  • research
  • not-diagnostic
  • pathology
  • histopathology
  • colorectal
  • kather100k
  • tiatoolbox
  • image-classification
  • image
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Use cases

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Frequently asked questions

What is Kather100K Colorectal Tissue Classifier (ResNet50)?

Kather100K Colorectal Tissue Classifier (ResNet50) 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 Kather100K Colorectal Tissue Classifier (ResNet50) cost on Railwail?

Kather100K Colorectal Tissue Classifier (ResNet50) 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 Kather100K Colorectal Tissue Classifier (ResNet50) support?

According to its input schema, Kather100K Colorectal Tissue Classifier (ResNet50) knows these parameters: image.

How fast is Kather100K Colorectal Tissue Classifier (ResNet50)?

There are not enough measured runs of Kather100K Colorectal Tissue Classifier (ResNet50) on Railwail yet to state a run time. It depends on the input, the settings and the load at the provider.

Is Kather100K Colorectal Tissue Classifier (ResNet50) better than FLUX 1.1 Pro?

That depends on the task. Kather100K Colorectal Tissue Classifier (ResNet50) (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 Kather100K Colorectal Tissue Classifier (ResNet50) and FLUX 1.1 Pro

Can Kather100K Colorectal Tissue Classifier (ResNet50) use an image as input?

Yes. Send the image in the image parameter.

Can I use Kather100K Colorectal Tissue Classifier (ResNet50) right now?

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

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