Skip to content
Source code for our adversarial based neural network for affect estimations in the wild
Python
Branch: master
Clone or download

Latest commit

Fetching latest commit…
Cannot retrieve the latest commit at this time.

Files

Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
FacialDataset.py
ImageAugment.py
README.md
calcMetrix.py
chal-main.py
chal-main_gan_single.py
config.py
file_walker.py
model.py
utils.py

README.md

ALN (Adversarial based Latent Network)

This the Source code for our adversarial based neural network for affect estimations in the wild.

This source code holds the image augmentations techniques used on our other repositories : https://github.com/deckyal/FADeNN.

Requirements :

  1. Python 2.7
  2. Pytorch 0.4
  3. OpenSmile : https://www.audeering.com/opensmile/

Preparations :

  1. Extract the LLD sound features using opensmiles.

Trainings :

  1. chal-main.py : To train the discriminator only using l2 loss
  2. chal-main_gan_single.py : To train using both Generator and Discriminators. Please observe the required parameters to tweak the configurations.

Tests : The validation code can be seen on the chal-man_gan_single.py, do_test().

You can’t perform that action at this time.