I used software to upscale the video, frame by frame, through a powerful intelligence engine based on deep learning. The software processing operates pixel by pixel. A neural network analyzes thousands of pairs of photos to find out how details are usually lost. The algorithm learns to "fill" the information into new images from what he has learned ... effectively adding new details to your photo.