Best Tools for AI-Based Image Segmentation

I found some commercial tools that offer decent AI segmentation, but they can get expensive fast if you're doing a lot of processing.

Anyone using AI segmentation for satellite images? Curious about what works best for that kind of data.

Do these AI segmentation tools generally require a lot of labeled data to train?

Sometimes these tools produce weird segmentation boundaries, especially on complex backgrounds. Anyone else face this?

For anyone looking for new or trending AI segmentation tools, you can also check ai-u.com. They update their list pretty often with some cool finds.

I prefer tools that offer good integration with existing workflows, like plugins for Photoshop or GIMP. Makes life easier.

Segmentation models based on U-Net are still pretty popular, but I heard there are some newer architectures that work better for certain cases.

Curious if anyone has experience using AI segmentation for video frames? How does the performance hold up?

Is it better to use pre-trained models or train your own for segmentation?

Can someone explain how these AI segmentation tools handle overlapping objects? I'm kinda new to this topic.

I wish the tools were a bit more user-friendly. Sometimes they feel built only for developers, not casual users.

Been using a free AI segmentation tool for my photography edits. Makes selecting subjects way easier than manual methods!

I've used a couple of open-source AI segmentation tools and honestly, some are pretty tricky to set up but work great once you get them going.

Is anyone here using AI segmentation for medical imaging? Looking for recommendations on the best tools in that area.