Industry

Computer vision for medical imaging and endoscopy

Device makers and clinical teams come to us when the picture isn't good enough, or when a clinician is looking for something a model could flag first.

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What we build for this sector

  • Resolution and clarity enhancement on existing optics
  • Anomaly localization and segmentation in clinical images
  • Microscopy image analysis, counting and classification
  • Models small enough to run on the device, not only in the cloud
  • Data collection, labeling and dataset quality review with clinical input

Relevant work

Resolution enhancement for endoscopic imaging Medical imaging

Resolution enhancement for endoscopic imaging

Problem
A device maker wanted a clearer picture without changing the sensor hardware.
What we built
An upscaling algorithm tuned on endoscopic images that lifts resolution and clarity in real time.

Sensors we handle here

Endoscopic exampleEndoscopic
Medical imaging exampleMedical imaging
Microscopy exampleMicroscopy
Multispectral exampleMultispectral

Looking for the camera, not the AI?

We also work on a 1 mm single-use endoscopy sensor. See the endoscopy camera page.

Tell us what you need to see.

Fifteen minutes, no cost, no obligation — we'll tell you whether the data you have can support what you want to build.

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