Relation Networks 1.0.0

Improved functionalities

• Accuracies comparable with those claimed in the original paper (see below)
• Released pretrained models for both state-description and from-pixels
• Added features extraction routines

Accuracies

• state-description: 97.9%
• from-pixels: 93.6%

Relation Networks 1.0.0 - Alpha

Basic functionalities

• Support for CLEVR dataset with batch loading from disk
• Both state-description and from-pixel versions supported
• Exponential increase policy for learning rate and/or batch-size
• High customizable hyperparameters using json coded configuration file

Accuracies

• state-description: 98%
• from-pixels: not trained yet