Diginix - Ai booked orders value 180,000 USD in the month of December

Enhancing photo/video quality using Deep Learning

AboutThe Client

US-based startup building a social networking site.

video quality using Deep Learning header (1)
Object tracking (2)
Object tracking (1)

About this project

Project description

The goal of the project was to increase photo/video quality and scale it up to 4x without losing its quality. Solution: Deep CNN and GAN based image super-resolution trained on provided domain data. Performance: near-real-time and 60fps, so it can be applied to a live stream.


  • PyTorch based CNN model for image super-resolution.
  • LibTorch and PyTorch JIT for near-real-time performance.

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