In this project, pixels of a road in images were labeled using a Fully Convolutional Network (FCN). A pre-trained VGG16 was used as the encoder, followed by 1x1 convolution, and finally transposed convolution to make up the FCN. You can check out the other videos I produced on my Youtube channel. You can also checkout my code on my GitHub page .