2 ms·
This is a recent paper that actually creates photos from sketches of faces, using deep nets: https://arxiv.org/abs/1606.03073 https://arxiv.org/abs/1606.03073
by DanielleMolloy 10y ago
This is a recent paper that actually creates photos from sketches of faces, using deep nets:
https://arxiv.org/abs/1606.03073 https://arxiv.org/abs/1606.03073
Figure 4 does this for self portraits of some famous artists.
- aab0 10y agoYou could probably apply the same code. The dataset ("acquire 75,471 sketches of 12,500 objects") sounds adequate, and if not, can be boosted by first training a CNN to do photo->sketch (throwing away information is usually easier than imagining it) and using that to boost the dataset for sketch->photo.