Coupled U-Nets

Description

This is a Keras implementation of Coupled U-Nets model proposed by Z. Tang et al. for UNINA Computer Science's course "Computer Vision". Model can be found in models.py.

It has been trained on MPII Dataset for Human Pose Estimation task.

Training was performed on the following model by making some variations at the architecture level and at the optimizer parameter level.

Data were collected in csv files to produce charts that were used for the course examination.

Model Description

(Taken from our Powerpoint Presentation)

Data Processing

(Taken from our Powerpoint Presentation)

Authors

Giuseppina Russo

cappadavide