DeepIE3D is short for Deep Interactive Evolutionary 3D Modelling. As the name hints, it is a concept using deep learning combined with evolutionary principles used to evolve 3D models. Please see the website (unfortunately no longer hosted here, host it yourself to see it in action!) for the final result/prototype! Please see the proof of concept video for a step-by-step guide on easy 3D printing with DeepIE3D.

With this code in your hands, you'll be able to deploy DeepIE3D yourself, we've provided access to:

1. Training of DeepIE3D models (GANs): DeepIE3D_Training
2. Backend of DeepIE3D (evolution etc.): DeepIE3D_Backend
3. Frontend of DeepIE3D (3D rendering and interaction): DeepIE3D_Frontend

For the curious, here's some reading material on DeepIE etc.:

• The master's thesis written about DeepIE3D
• Paper about deep interactive evolution
• Paper about the original technique used for artificially generating various artifacts (GAN)
• Paper about specifically generating 3D models (3D-GAN)

Cheers from Adrian and Simon!