A.I. Assistant for Pattern Design?
2017-06-28, 16:13 (This post was last modified: 2017-06-28, 18:26 by Nils Schmidt.)
2017-06-28, 16:13 (This post was last modified: 2017-06-28, 18:26 by Nils Schmidt.)
Did you ever dreamed about a possibility to convert a 2D scan into a pattern? Well, there was a converter implementation*, but it was impractical and I removed it completely.
Lately, I did some advanced research on imaging and neural networks.
First of all, there are some limitations... It is not possible to just load a 32bit raw image and covert it into perfect triangles, because of
Any thoughts??
The following pattern was created by an A.I.:
* (proof - search for "Projet automatique à partir d'image Bitmap")
Lately, I did some advanced research on imaging and neural networks.
First of all, there are some limitations... It is not possible to just load a 32bit raw image and covert it into perfect triangles, because of
- "garbage in -> garbage out", if your input file is blurry, noisy, has a low resolution or has some undesired artifacts, low contrast, printing errors etc.
- Perfect corners / orthogonality / symmetry / parallel lines: It is not trivial to decide if a geometry isn't organic (e.g. street signs or control panel patterns)
- Colour palette: It is not trivial to classify the colour palette of your pattern.
- Scope of detail and relevancy: It is not trivial to determine how much detail is needed in all areas of the picture. Maybe some area is not relevant for the pattern at all.
- ...an A.I.-Assistant which will suggest two triangles after you inserted one triangle (~200% increase in productivity) and/or
- ...an SVG-to-triangle-converter (like svg2dat)
- ...a Lines2Pattern clone.
Any thoughts??
The following pattern was created by an A.I.:
* (proof - search for "Projet automatique à partir d'image Bitmap")