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Texture Recognition

For Fabric Recognition

Capability · Texture & Fabric Recognition

Robots that know what they're touching.

TacnIQ sorts fabrics by roughness and fiber type from touch alone, classifying surface texture in real time and feeding every contact straight into the foundation model. No vision required.

Texture is a signal. We read it.

Roughness

Distinguishes smooth from coarse surfaces by their tactile signature, down to fine-grain differences.

Fiber type

Tells synthetic from natural materials by how they deform, grip, and slip under contact.

Software-first

Runs on our reference hardware or your existing tactile sensors. The intelligence is the model, not the metal.

From contact to decision.

01

Tactile signal

Multi-axis arrays capture raw contact at high speed.

02

Texture signature

The foundation model decodes roughness, slip, and friction.

03

Sort decision

The robot classifies the material and acts, live.

Every classification is also training data, compounding the foundation model with each shift.

Bring tactile recognition to your line.

Quality inspection, fabric sorting, material handling, on your platform, in weeks.

Get in touch.