I2M

Image-to-Material

I2M generates physically accurate PBR maps from any image, video, or 3D mesh — trained on measured PBR data.

Foundational Model

That applies PBR materials to any image, video or mesh

Beauty
Albedo
IOR
Metallic
Diffuse
Roughness
Specular

Image-to-Material

Packed with features

Dataset

Trained on a diverse dataset of physically captured materials spanning real-world textures and surfaces.

Maps

Albedo, Diffuse, Rough, Specular, IOR, Metallic

Material maps preview sphere

Resolution

Texture Resolution

4k

Performance

2 minutes per generation

Performance gauge

Input

Without PBR materials

Output

With PBR materials

Our API

Integrate I2M directly into your pipeline with our simple, powerful API.

Images

Example output from the I2M API

Video

Meshes

Test our model in your workflow via our model API.

Request API Access

What’s next?

Normals

Introduce normals into I2M's features to increase quality.

Resolution & Detail

Train the I2M model at a higher resolution to maintain more details through the predictions.

Generalisability

Train I2M on all of M-XR's proprietary dataset to further increase robustness across a wider variety of objects and conditions.