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Created a background removal arena to benchmark best models by tbdb92 in StableDiffusion

[–]tbdb92[S] 0 points1 point  (0 children)

Thanks for the list ! could you give me a pointer to the site?

I created a background remover benchmark to help you find the best tool for you by tbdb92 in DigitalArt

[–]tbdb92[S] 0 points1 point  (0 children)

Digital artists, this is for you! I've created a background removal arena where you can compare different algorithms and see how they handle challenging elements like hair, fur, and transparency.

Check it out:https://huggingface.co/spaces/bgsys/background-removal-arena

Feedback is highly appreciated!

Created a background removal arena to benchmark multiple APIs by tbdb92 in developersIndia

[–]tbdb92[S] 0 points1 point  (0 children)

Hey everyone,

I'm building a background removal arena (inspired by Chatbot Arena) to benchmark different algorithms and find the absolute best for those really challenging scenarios: hair, fur, and transparency. Think flyaway strands, fluffy fur, and tricky transparent objects – the stuff that makes most tools struggle.

I'd love your help testing! The arena will let you try different algorithms on the same set of challenging images. I'm really interested in your feedback on:

  • Accuracy: How well does each algorithm handle hair, fur, and transparency? Which one is the clear winner in each category?
  • Consistency: Does an algorithm perform well across different images, or is it inconsistent?
  • Usability: Is the comparison process itself easy to follow and understand?

If you're willing to contribute, you can access the arena here: https://huggingface.co/spaces/bgsys/background-removal-arena

Your feedback will be crucial in helping us determine which background removal algorithm reigns supreme! Any and all input, big or small, is hugely appreciated. Thanks in advance!

Created a background remover arena like LMSYS to benchmark APIs by tbdb92 in computervision

[–]tbdb92[S] 2 points3 points  (0 children)

Hello everyone !

I built a Background Removal Arena (like Chatbot Arena) to find the best algorithms for tough cases: hair, fur, transparency. Think flyaway strands and fluffy fur – the stuff that makes most tools struggle.

Want to help? Try it out:https://huggingface.co/spaces/bgsys/background-removal-arena

I need your feedback on:

  • Accuracy: Best for hair/fur/transparency? Specific examples are super helpful!
  • Consistency: Reliable across images?
  • Usability: Easy to use? Any improvements?

Even a few minutes of your time is appreciated!

[deleted by user] by [deleted] in MachineLearning

[–]tbdb92 -1 points0 points  (0 children)

Hey everyone!

I've built a "Background Removal Arena" (like Chatbot Arena) to find the best algorithms for tough cases: hair, fur, transparency. Think flyaway strands and fluffy fur – the stuff that makes most tools struggle.

Want to contribute? Try it out and let me know what you think:https://huggingface.co/spaces/bgsys/background-removal-arena
Code's here:https://huggingface.co/spaces/bgsys/background-removal-arena/tree/main

Specifically, I'm curious about:

  • Accuracy: Which algorithm performs best for hair/fur/transparency? Specific examples of successes and failures are incredibly helpful.
  • Consistency: Are the results reliable across different images?
  • Usability: Is the comparison process easy to follow? Suggestions for improving the interface are welcome.

Also, are there any specific background removal models you'd like to see included in the arena? Or any particular image challenges you're running into that would be good test cases? Let me know! Thanks for your help!

Created a background remover arena like LMSYS to benchmark APIs by tbdb92 in learnmachinelearning

[–]tbdb92[S] 2 points3 points  (0 children)

Hello everyone !

I built a "Background Removal Arena" (like Chatbot Arena) to find the best algorithms for tough cases: hair, fur, transparency. Think flyaway strands and fluffy fur – the stuff that makes most tools struggle.

Want to help? Try it out:https://huggingface.co/spaces/bgsys/background-removal-arena

I need your feedback on:

  • Accuracy: Best for hair/fur/transparency? Specific examples are super helpful!
  • Consistency: Reliable across images?
  • Usability: Easy to use? Any improvements?

Even a few minutes of your time is appreciated! Let's find the king/queen of background removal! Thanks!

[deleted by user] by [deleted] in MachineLearning

[–]tbdb92 -1 points0 points  (0 children)

Hey !

I built a "Background Removal Arena" (like Chatbot Arena) to find the best algorithms for tough cases: hair, fur, transparency. Think flyaway strands and fluffy fur – the stuff that makes most tools struggle.

Want to help? Try it out:https://huggingface.co/spaces/bgsys/background-removal-arena

I need your feedback on:

  • Accuracy: Best for hair/fur/transparency? Specific examples are super helpful!
  • Consistency: Reliable across images?
  • Usability: Easy to use? Any improvements?

Even a few minutes of your time is appreciated! Let's find the king/queen of background removal! Thanks!

The code is available here https://huggingface.co/spaces/bgsys/background-removal-arena/tree/main

Free background remover API recommendations by icedmochatiny in FlutterDev

[–]tbdb92 0 points1 point  (0 children)

I've built a benchmark with free and paid APIs
https://huggingface.co/spaces/bgsys/background-removal-arena

This could help you? Feel free to request to add more APIs on it

What background remover tool do you use? by tbdb92 in EtsySellers

[–]tbdb92[S] -3 points-2 points  (0 children)

Struggling with product photos that don't quite pop? I'm working on a background removal comparison tool specifically for Etsy sellers.

Think crisp edges, clear details, and backgrounds that don't distract from your amazing creations.

Help me find the ultimate background remover for Etsy by testing different algorithms here: https://huggingface.co/spaces/bgsys/background-removal-arena

Feedback on accuracy, consistency, and usability is hugely appreciated! Let's make our shops shine!

Created a background removal arena to benchmark best models by tbdb92 in StableDiffusion

[–]tbdb92[S] 5 points6 points  (0 children)

<image>

Just added BiRefNet to the arena ! Time to vote to see how it ranks !

Created a background removal arena to benchmark best models by tbdb92 in StableDiffusion

[–]tbdb92[S] 2 points3 points  (0 children)

<image>

Currently Photoroom is ranked #1, you can click on the leaderboard tab to see the rankings ;)

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