Previous to generating the text, we worked upon footage of a horse and a young lady. The new story we encountered lead us to use DCGAN to bring a new narrative to the story. Where the horse is now a missing mystical creature of Allah’s bless and mercy upon all.
Throughout the process, we tried several models to test the outcome. We used playform.io GAN model to generate new white horses from google images scraped dataset. We also have given LSGAN a try for its stability and resolution.
We initially wanted to generate new video frames to add to the footage and bring a different narrative. Due to resolution limitations, we conceptualized the idea in a sequential video composition with the most relevant iterations.