Few-Shot Learning for Image Enhancement

I need an expert in deep learning with a strong grasp on few-shot learning. The objective is to set up a few-shot learning system that can reconstruct high quality images from low light sources. This system will be implemented on a desktop application.

Ideal Skills:
- Deep Learning
- Few-Shot Learning
- Low Light and Resolution Enhancement
- Desktop Application Development

Experience:
- Proven track record in image enhancement projects.
- Familiarity with various deep learning frameworks (TensorFlow, PyTorch, Keras).

Please implement the system using Python.