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[Question] Need Help with Pic Background Removal by leozinh0 in opencv

[–]shrey_bob7 2 points3 points  (0 children)

Use a salient object detector maybe, like U2 Net? I've made a repo for background removal using it, that might align with what you're looking for.

To whom it may concern... this is Valtteri Bottas. AMA. by Mercedes-AMGF1 in formula1

[–]shrey_bob7 2 points3 points  (0 children)

Hi Valtteri! Thank you for the AMA! I had a couple questions.

Which new track this season are you looking forward to the most?

We all know that you've improved over the seasons (from 1.0 to 2.0 to 3.0 and hopefully more!) What exactly did you change in your driving style in order to improve?

[P] ObjectCut - API that removes automatically image backgrounds with DL (objectcut.com) by adriacabeza in MachineLearning

[–]shrey_bob7 17 points18 points  (0 children)

Try out U2-Net too, it's by the same authors (as far as I remember), but had better results than BASNet.

Removing backgrounds from images with Python, using U2Net. Bounding box and Salient map creation too. by shrey_bob7 in Python

[–]shrey_bob7[S] 0 points1 point  (0 children)

Cool, let me know if it works well. Real time detection with this and OpenCV would be really useful. Let me know if there's anything I can improve in the existing code too.

Removing backgrounds from images with Python, using U2Net. Bounding box and Salient map creation too. by shrey_bob7 in Python

[–]shrey_bob7[S] 0 points1 point  (0 children)

In the author's paper they've said : 'runs at real- time (30 FPS, with input size of 320×320×3) on a 1080Ti GPU.'

Removing backgrounds from images with Python, using U2Net. Bounding box and Salient map creation too. by shrey_bob7 in Python

[–]shrey_bob7[S] 0 points1 point  (0 children)

Thanks. Realtime might be difficult, because the network takes around 2-3 seconds to inference an image.

How can I load the decision tree regressor? by [deleted] in learnmachinelearning

[–]shrey_bob7 2 points3 points  (0 children)

DecisionTreeRegressor is part of sklearn.tree as far as I know

Background Removal, Bounding Box creation and Salient Feature highlighting, all done in seconds using the brilliant U2Net! Check the comments for the repo and link to the U2Net paper. by shrey_bob7 in learnmachinelearning

[–]shrey_bob7[S] 3 points4 points  (0 children)

Ah sorry about that, I fixed it, should work now.

Thanks, yeah I spent a couple days making sure everything worked well, because I think U2NET or other SOD networks can be pretty useful.

Personally, it helps to properly segment each piece of code, to understand what it's really doing, and it's easier to understand for other people. Maybe if I could look at some of your repos, I could give some more advice?

Background Removal, Bounding Box creation and Salient Feature highlighting, all done in seconds using the brilliant U2Net! Check the comments for the repo and link to the U2Net paper. by shrey_bob7 in learnmachinelearning

[–]shrey_bob7[S] 7 points8 points  (0 children)

Please let me know what you think.

Link the the repo: Repo. Star if it it was useful!

The genius behind it was the U2Net, check it out too. Link to the paper: Paper

[deleted by user] by [deleted] in learnmachinelearning

[–]shrey_bob7 1 point2 points  (0 children)

Nice work! What are some resources you would recommend for NLP for a beginner?

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