Feature Request: Ability to Review and Clean Image Patches by Label

[m-h-williams]

@Jordan-Pierce I’m really excited to see all the improvements you’ve been making to CoralNet-toolbox! I also noticed the change of the working branch to dev—great move.

The addition of the link to information about the hyperparameters in the training model window is incredibly thoughtful. It's a helpful resource when making adjustments. The adjustments to the dataset creation window are also very useful, especially for understanding which labels have sufficient annotations to be included in training, and which ones need more data.

There’s no rush on our end, but I wanted to check in and see if you’ve had a chance to think more about adding the ability to clean up image patches via the image patch folders. I know the patch extractor was an older tool, so image patch folders aren’t created by default in the new toolbox, except when datasets are generated. I think it could be really helpful to have that capability as a part of the new workflow.

I’d be happy to set up a time to chat about this in more detail if you’d like!

[Jordan-Pierce]

Hi @m-h-williams still working on some other stuff (I wanted to finish some foundational stuff, such as polygons) before moving on to the table. It makes things a bit easier later down the line.

[m-h-williams]

Hi @Jordan-Pierce,

Thanks for the update! I completely understand, and I really appreciate all the foundational work you’re doing, especially with the polygons. It sounds like it’ll make things more streamlined and efficient down the road.

No rush on our end—we’re excited to see how everything evolves! Let me know if there’s anything I can do to help, and I’d be happy to chat more when the time is right.

[Jordan-Pierce]

Hey @m-h-williams I've recently finished all of what I really wanted to get done for the time being, so I'll be starting on this next. Cheers.

[m-h-williams]

@Jordan-Pierce I've been experimenting with the SAM tool using our imagery, and it’s performing really well on various algae species and the different substrates we encounter (i.e., boulder, silt, and cobble). I’m really impressed with the new capabilities and am excited to see how this next stage develops! If there’s anything I can do to assist, please feel free to reach out.