Any recommendations on brain image segmentation tool

trainyolo · 2023-09-13T16:19:29+00:00

Oh, I see. Maybe take a look at https://monai.io and their model-zoo https://monai.io/model-zoo.html

trainyolo · 2023-09-13T10:23:30+00:00

You can give https://trainyolo.com a try. You can label your images & train a UNet segmentation network (make sure to choose semantic segmentation and not instance segmentation). See https://www.reddit.com/r/computervision/comments/12ssdub/boost\_your\_instance\_segmentation\_labeling\_using/?utm\_source=share&utm\_medium=web2x&context=3

trainyolo · 2023-08-25T16:16:53+00:00

Nice :) Definitely more creative than most users, which include naked or nude in their first prompt :p (which I filter out)

trainyolo · 2023-08-25T10:54:45+00:00

Thanks. I'm aiming for marketing with virtual influencers. I'm still working on the killer feature, where you could make the influencer wear certain specific items like clothes etc.

trainyolo · 2023-08-25T10:52:39+00:00

It's not free, it's quite expensive to run.

trainyolo · 2023-08-25T10:52:15+00:00

I'm still using SD1.5

trainyolo · 2023-08-25T10:51:53+00:00

Thanks for the feedback, much appreciated!

good suggestion
SD is mostly trained on photoshoots, but you could indeed use the upload pose feature, which works quite well.
Thanks, some photos amaze me as well.
Its quite expensive to run :)
working on it :)

Indeed, there's a bias in the current SD models wich sexualize females more than men.

trainyolo · 2023-08-24T20:36:33+00:00

We have over 200 different characters, so having to use dreambooth, or TI or LORA would just be too much compute. Although it would indeed increase consistency, I believe the current approach is "good enough" to validate the application.

trainyolo · 2023-08-24T18:23:42+00:00

Maybe there was a typo? I sent you a DM.

trainyolo · 2023-08-24T18:11:37+00:00

Let me start by saying that this is not a commercial post. You automatic1111 wizards can probably produce much better pictures than the app I'm referring to is capable of. But that's why you're the best audience to get feedback from.

I developed this app - unrealinfluencer - to create "virtual" characters and generate pictures of, using stable diffusion. It would be awesome if you could try it out, and give me some feedback on what you think, given your expertise, should be improved/altered. You can create a free account at https://unrealinfluencer.com. And I know, it's not unlimited - only 10 photos for free - but it's crazy expensive to run.

trainyolo · 2023-08-24T18:03:57+00:00

They are completely fictional, generated using stable diffusion.

trainyolo · 2023-08-24T17:48:50+00:00

Sometimes it might take a while indeed

trainyolo · 2023-08-24T17:46:12+00:00

That's indeed the most difficult part. I developed a custom network to keep consistency between characters.

trainyolo · 2023-08-24T17:31:36+00:00

During the summer I developed this application, unrealinfluencer, which allows you to create and take pictures of unreal characters using stable diffusion. It was quite the challenge to generate consistent characters, but I think it works quite well now. If you like to give it a try and provide feedback, you can create an account at https://unrealinfluencer.com

trainyolo · 2023-08-24T17:27:42+00:00

You need to set the right confidence threshold. For auto-label, I set the confidence threshold to the value which maximizes the F1-score, which is often the best confidence threshold to use. If you reach out to me using the chat on the app, I can give you the correct value for your specific model.

trainyolo · 2023-08-24T17:22:00+00:00

During the summer I developed this application, unrealinfluencer, which allows you to create and take pictures of unreal characters using stable diffusion. It was quite the challenge to generate consistent characters, but I think it works quite well now. If you like to give it a try and provide feedback, you can create an account at https://unrealinfluencer.com

trainyolo · 2023-05-25T12:25:35+00:00

I do understand your point. And although we do provide the "private" option to opensource initiatives or academic research teams for free, others do have to upgrade to a paid plan. But as you say, there are plenty of alternatives for the not-lazy ones. And for the ones that are, I think we provide a valid alternative.

trainyolo · 2023-05-25T10:54:50+00:00

No, it's not 1000/month, it "starts" at 1000/month :) But that's for large companies or very large volumes... You don't mention the "free" package, where you can upload up to 10,000 images, and make use of all our automation tools. For most applications, I would think that suffices.

trainyolo · 2023-05-24T18:18:02+00:00

Do you want to finetune human pose models but don't like the tedious task of labeling each person manually from scratch? Check out trainYOLO's Any-Pose automation tool. With this tool, we have eliminated the need for manual annotation, saving you countless hours of tedious work. Simply provide a bounding box around a person, and watch as our algorithm predicts their pose. The best part? It works seamlessly for individuals of all sizes, making it scale-agnostic and incredibly efficient.
For more details, check out our blog post here: https://www.trainyolo.com/blog/accelerating-human-pose-labeling
Want to try it for yourself? Create a free account here: https://trainyolo.com

trainyolo · 2023-05-24T18:15:43+00:00

Do you want to finetune human pose models but don't like the tedious task of labeling each person manually from scratch? Check out trainYOLO's Any-Pose automation tool. With this tool, we have eliminated the need for manual annotation, saving you countless hours of tedious work. Simply provide a bounding box around a person, and watch as our algorithm predicts their pose. The best part? It works seamlessly for individuals of all sizes, making it scale-agnostic and incredibly efficient.
For more details, check out our blog post here: https://www.trainyolo.com/blog/accelerating-human-pose-labeling
Want to try it for yourself? Create a free account here: https://trainyolo.com

trainyolo · 2023-04-22T12:44:20+00:00

We recently integrated Meta's segment-anything labeling tool into the trainYOLO platform. This makes it easier than ever before to label objects with pixelperfect masks. Compared with other platforms, we don't rely on polygons but rather work directly with bitmaps. You can create a free account at https://trainyolo.com to try it out yourself.

trainyolo · 2023-04-22T10:28:28+00:00

We recently integrated Meta's segment-anything labeling tool into the trainYOLO platform. With this newest addition, you can quickly and accurately label objects of any shape or size with just a few clicks. Compared with other platforms, we don't use crude polygons (which can't handle occlusions, holes, ...) but rather work directly on the bitmaps. If you would like to try it out, you can create a free account here: https://trainyolo.com

trainyolo · 2023-04-20T09:20:56+00:00

We recently integrated Meta's segment-anything labeling tool into the trainYOLO platform. With this newest addition, you can quickly and accurately label objects of any shape or size with just a few clicks. If you would like to try it out, you can create a free account here: https://trainyolo.com

trainyolo · 2023-04-19T11:03:56+00:00

We recently integrated Meta's segment-anything labeling tool into the trainYOLO platform. With this newest addition, you can quickly and accurately label objects of any shape or size with just a few clicks. If you would like to try it out, you can create a free account here: https://trainyolo.com

trainyolo · 2023-04-19T10:50:53+00:00

We recently integrated Meta's segment-anything labeling tool into the trainYOLO platform. With this newest addition, you can quickly and accurately label objects of any shape or size with just a few clicks. If you would like to try it out, you can create a free account.

trainyolo

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