We have finally uploaded code for training new TecoGAN models in our github repository: https://github.com/thunil/TecoGAN

While inference mode and pre-trained models have been up for a while now, the new version also contains the code necessary to train new models, and a script to download a suitable amount of training data.

A properly trained TecoGAN model can generate fine details that persist over the course of long generated video sequences. The github repo contains a few samples, such as the mesh structures of the armor, the scale patterns of the lizard, and the dots on the back of the spider highlight the capabilities of our method. A spatio-temporal discriminator plays a key role to guide the generator network towards producing coherent detail.

Video: https://www.youtube.com/watch?v=pZXFXtfd-Ak , and
Paper: https://arxiv.org/pdf/1811.09393.pdf.