- A CNN that predicts the player facing direction from the World of Warcraft minimap cursor.
- Network predicts
$(\hat{x}, \hat{y})$ on the unit circle. Predicted player facing is obtained by$atan2(\hat{y}, \hat{x})$ . - Dataset consist of images of size 32x32 that have been annotated with the actual player facing,
$\theta$ .$x = cos(\theta)$ $y = sin(\theta)$
- Loss =
$\sqrt{(\hat{x}-x)^2 + (\hat{y} - y)^2}$
