DCGAN Sign Language

By Arda Mavi

Generating sign language images with DCGAN using our own Sign Language Dataset.

The under construction!

Examples:

Dataset Examples

Generated Examples

Generated Examples were taken from good samples in random epochs.

Getting Dataset:

cd Data && chmod +x download_dataset.sh && ./download_dataset.sh

More about Dataset:

github.com/ardamavi/Sign-Language-Digits-Dataset

Important Notes:

• Used Python Version: 3.6.0
• Install necessary modules with sudo pip3 install -r requirements.txt command.
• Not forget to download dataset before training!

TODO List:

• [ ] Apply Data Augmentation to dataset.