faridyusifli / computer-vision

This repository about the project of Computer Vision course at the Sapienza University of Rome: Single-Person 2D Joints Estimation using Convolutional Neural Network, Stacked Hourglass Network, etc.

Computer-Vision : Single-Person 2D Joints Estimation

• This repository about the project of Computer Vision course at the Sapienza University of Rome: Single-Person 2D Joints Estimation using Convolutional Neural Network, Stacked Hourglass Network, etc.

• Here we train and test our model in 2 dataset : MPII and Unite the People dataset.

• Unfortunately I can only add here source code folder.Since the labels,datasets,results,etc folder too big or there are too much file to add here

Neural Network: Hourglass model

Two different datasets: MPII and Unite the People

Comparison of model performance on the two datasets

GPU: GTX 1080 8GB

Training time: 30 hours per Dataset

Keras + Tensorflow backend

More about project and the result can be found in pdf file.