I like the concept of a blind process. It works well for line segments and arcs. For deblurring, it will be difficult to make it work without orienting the user better. The super-resolution tool works quite well, it is really impressive. The interaction works well, I think it is a great idea to put into it as many results by neural networks that work well, so people can try them and see the results on their own images.

I have been looking at user friendly AI services to use as a potential decentralized p2p photo service in protocols my team is developing with a web3 company called Functionland. We have experimented with Saiwa's face recognition tool. It can detect how many people are in a photograph rapidly and accurately, and I look forward to pairing that with photo grouping capabilities, and trying some of the other photographic enhancing tools such as de-blurring, denoising and contrast enhancement.

Working with saiwa has opened new opportunities in how we approach conservation and ecological restoration projects. Saiwa has helped automate aspects of our invasive species monitoring and surveillance efforts through the integration of AI and machine learning. We are excited to be implementing these new technologies and techniques with saiwa, and collaborating with our industry partners to strengthen our ability to detect and respond to new invasive species threats on the landscape.