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.
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.
