Released Neural Network Libraries v1.4.0!

Tuesday, November 19, 2019

Release

Posted by shin

We have released Neural Network Libraries 1.4.0! InstaGAN, StarGAN and DALI iterator have been added!

Spotlight

InstaGAN

StarGAN

InstaGAN performs image-to-image translation, especially of target instances, e.g. pants to skirts, by incorporating object segmentation masks. StarGAN also performs image-to-image translation, enabling translations for multiple domains with single model.

See below the example of input images and generated translation images using each model!

StarGAN InstaGAN
Input:black hair/female Output:blond/female
Input:black hair/male Output:blond/female input image (jeans) output image (skirt)

DALI Iterator

DALI stands for NVIDIA Data Loading Library, and enables accelerated pre-processing of input data. Note that in this version, it works with DALI <= 0.14. Please install DALI with the version specified as following.

pip install --extra-index-url https://developer.download.nvidia.com/compute/redist/cuda/10.0 \
    nvidia-dali==0.14

Layers​

Utilities

Bug Fix/ Documentation