How to Easily!! Find Similar Images in Python using Machine Learning with Deep Image Search

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[nileshverma]

Thankyou for using my library. You have explained very well

[nando]

Hi, is there a way to apply thresholding when calling the get_similar_images method?

[gart]

I have a similar task in NLP realm. There are two vocabs of short phrases and I have to find the closest match for each of the phrase from the first in the second vocab. The closest match can contain additional words or be a complete synonym, paraphrase of the target. Very broadly speaking I'm thinking about vectorizing each vocab entry and finding the nearest neighbor or the smallest cosine distance. Will it work, or maybe there is a better approach?

[botan]

Thanks a lot, William! This is really helpful and the setup was more than easy. Do you see any way of handling color similiarity as well? I am dealing with a collection of fabrics and it seems the code focuses more on patterns than color. E.g., a red fabric with stiched flower results in only flower fabrics returned that are all white. Having such feature would be really nice - unsure if it already exists here. Thank you again for your time and effort - means a lot!

[amirnoorani]

Wow you are great. thanks for sharing your knowledge

[GingerBeardTom]

Hi, is there a way how to save the model and then recall it for another folder? Thanks

[idensas]

Wow-wow-wow! Thank you SO much!
Only because of people like you, I can learn new things/skills, and make more "powerful" programs! I couldn't have done it alone.
Thx ^^

[ImStarXpL]

very interesting, do you think it could work with this usecase:
look for n similar images that have the same set as the input image, I mean if input image has green and blue dominant and light coming from right it finds all the image with this configuration? Or it looks just for generic attributes?

[micjays]

Hello and thank you very much for the video, is there a way to export the model, to use it for example in a web app where the image is sent directly and make the prediction there?

[christianrazvan]

How this compares to features extraction from opencv?

[bh_loz]

Hi there I have a database with over 50k photos in it and I try to find similar photos in it but it gives me only some similar one but no the same photo that is present in the database. What is the problem? And maybe here is a way to use Deep Image Search without metadata files cause photos are constantly appending to the bd and everything should be done here quick but to create a metadata of this big amount of photos takes up to 20 hours on my vps.

[Ony_mods]

Is it possible to get % similarities using this library? Couldn't find this information at a glance

[gokufujison]

Does ist work if the image is cropped/rotated?

[aotrakstar]

Can this library be used to search for similar images from different urls?

[fastmamajama]

i have tons of pictures of ufos and a big library of pictures. I hope this is not too hard. may be you can give me a hand if i get stuck.

[lowkeysoft]

Would you consider something like this for an imageset that's constantly being updated? Right now I'm leaning towards a dhash based database.

[fafyshosha]

Sir can i use this Library to get photos of people similar to a photo of specific person ..i mean in a shape or face?

[deepakshashidhar]

can we assign the similarity score in this

[ventior]

How good does it perform with large amounts of data? Is it feasible to scour an entire drive with hundreds of pictures?