neural enhance

We have hosted the application neural enhance in order to run this application in our online workstations with Wine or directly.

Quick description about neural enhance:

Neural Enhance is an archived deep-learning project for increasing image resolution through neural super-resolution. It can generate enlarged images at 2x or potentially higher scales by synthesizing details learned from training images. The generated details are plausible rather than exact reconstructions of information missing from the original picture. Pretrained models support photo enhancement and JPEG artifact repair. Users can also train custom networks with perceptual and adversarial approaches for specialized datasets. The command-line tool supports batch processing, CPU or NVIDIA GPU execution, and Docker-based deployment for easier setup.

Features:

• Deep-learning image super-resolution
• 2x image enlargement
• JPEG artifact repair
• Pretrained enhancement models
• Custom neural network training
• CPU, GPU, and Docker execution

Programming Language: Python.
Categories: