Solar-panel-segmentation

This is a solar panel segmentation in computer vision. Here are some examples:

Update

Maybe we can try Dice loss:

def dice_loss(score, target):

target = target.float()

smooth = 1e-5

intersect = torch.sum(score * target)

y_sum = torch.sum(target * target)

z_sum = torch.sum(score * score)

loss = (2 * intersect + smooth) / (z_sum + y_sum + smooth)

loss = 1 - loss

return loss