5 Amazing Applications of Deep Learning
1 min readSep 17, 2021
- Color Restoration- Where a given image in grey scale is automatically tuned into a colored image. In Japan, a group of researchers using convolutional neural network can take a gray scale image and add life to them by adding colors.
- Speech Enactment- Where an audio clip is synthesized with an video and the lip movement in the video are synced with the sounds and words in the audio clip. The University of Washington built the first system that generates realistic results by training a recurrent neural network on a large corpse of video data of a single person.
- Automatic Handwriting Generation- Alex Grace at the University of Toronto used recurrent neural network to design a algorithm that can rewrite a given message in highly realistic cursive handwriting in wide variety of styles.
- Automatic Machine Translation- Where convolutional neural network are used to translate text in a image on the fly.
- Automatically adding sounds to the silent movies where a deep learning model uses a database of pre-recorded sounds to select a sound to play that best matches what is taking place in the scene.
