i created semantic similarity image search from all the images i have posted (133) ...

npub1srs…gkdt

2024-06-19 23:55:18

i created semantic similarity image search from all the images i have posted (133)
https://pomf2.lain.la/f/v8lzwwc3.7z

this simply compares search term to the contents of image using vector database. it does not do any text matching to text in nostr notes or link urls

this method of image search seems quite well scalable, as you can see the 7z file size is very small for 133 images. size of the image data used is 122 MiB

here are some examples:

```bash
$ python3 img_search.py search "girl in skirt"
data/5194df7245b55b2ed93a485850e715a9851349770f88b10472a9eae31f8b322e.png

(Score: 0.1248)
data/534e68856ae9ea450ac4150c9772506898cb2eab70e8a9e2355335016ec87d15.png

(Score: 0.1098)
data/9475191500a9711e0627f6bb0b87b3eba57d997a66e86aae03590e4adb5c197a.png

(Score: 0.0929)
data/d5c066148aa268f024536b3946f998102bfe3d9188aea55bf6adf6abdb161546.png

(Score: 0.0844)
data/4a4dc1b23981d7f231e8b2d98bf88e49a19bb7d4d014a761e67f354b2411f2f9.png

(Score: 0.0718)

$ python3 img_search.py search "naked girl"
data/db1f1eefa2affa462f212101183d81c1caa7c5c799e13f8c779fed11a2affa20.png

(Score: 0.1385)
data/5422932f9d53a0b91848aa3e43d014d8c1c6045339fc5865d798dcd0fac14f65.png

(Score: 0.1078)
data/3c71631a577fc987016488f0e239e4243ab9070b0881a44f0190c6a37c80c247.png

(Score: 0.0959)
data/832c775ffe808ae31166ad2199165a9f21be294c41ec8c59e96018412089f0dd.png

(Score: 0.0946)
data/e537152a1f405e06f1bf3db884774276859d59d892be2f58739c9125c7f902b9.png

(Score: 0.0881)

$ python3 img_search.py search "large frog"
data/dfa18f9435c50aeeef866700c9b0970cbbc69872b9c5c2077ebc3f6493df3a04.png

(Score: 0.1061)
data/1f9046a81b6baca60753bc32b3eab2aac7b7c505db4d6e92afe4a641387d8202.png

(Score: 0.0849)
data/d19c4f26a9994359ab1fb8ca6b36e096213893746c5b1a42466158b0d91b9129.png

(Score: 0.0636)
data/5194df7245b55b2ed93a485850e715a9851349770f88b10472a9eae31f8b322e.png

(Score: 0.0616)
data/db1f1eefa2affa462f212101183d81c1caa7c5c799e13f8c779fed11a2affa20.png

(Score: 0.0392
```

here is the images data used. its not required for using the search
https://pomf2.lain.la/f/ju4h1urg.7z

Author Public Key

npub1srs9l2pex6fmex52ka7ypk8ms2gk47aphgtqrl6yu5ly8hzgg2qqusgkdt

Seen on

wss://relay.nostr.band

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Published at

2024-06-19 23:55:18

Kind type

1 Short Text Note

Event JSON

{ "id": "2526bea014e556769b06031169206287323ddf6bbc2e5b976b12275b6e5ff3cb", "pubkey": "80e05fa8393693bc9a8ab77c40d8fb82916afba1ba1601ff44e53e43dc484280", "created_at": 1718841318, "kind": 1, "tags": [], "content": "i created semantic similarity image search from all the images i have posted (133)\nhttps://pomf2.lain.la/f/v8lzwwc3.7z\n\nthis simply compares search term to the contents of image using vector database. it does not do any text matching to text in nostr notes or link urls\n\nthis method of image search seems quite well scalable, as you can see the 7z file size is very small for 133 images. size of the image data used is 122 MiB\n\nhere are some examples:\n\n```bash\n$ python3 img_search.py search \"girl in skirt\"\ndata/5194df7245b55b2ed93a485850e715a9851349770f88b10472a9eae31f8b322e.png https://files.catbox.moe/6lu2ny.png (Score: 0.1248)\ndata/534e68856ae9ea450ac4150c9772506898cb2eab70e8a9e2355335016ec87d15.png https://files.catbox.moe/7dci2t.png (Score: 0.1098)\ndata/9475191500a9711e0627f6bb0b87b3eba57d997a66e86aae03590e4adb5c197a.png https://files.catbox.moe/g5gt5t.png (Score: 0.0929)\ndata/d5c066148aa268f024536b3946f998102bfe3d9188aea55bf6adf6abdb161546.png https://pomf2.lain.la/f/umtm5fkl.png (Score: 0.0844)\ndata/4a4dc1b23981d7f231e8b2d98bf88e49a19bb7d4d014a761e67f354b2411f2f9.png https://pomf2.lain.la/f/6ek5gcze.png (Score: 0.0718)\n\n$ python3 img_search.py search \"naked girl\"\ndata/db1f1eefa2affa462f212101183d81c1caa7c5c799e13f8c779fed11a2affa20.png https://files.catbox.moe/a4l2n0.png (Score: 0.1385)\ndata/5422932f9d53a0b91848aa3e43d014d8c1c6045339fc5865d798dcd0fac14f65.png https://pomf2.lain.la/f/9lgpu2v9.png (Score: 0.1078)\ndata/3c71631a577fc987016488f0e239e4243ab9070b0881a44f0190c6a37c80c247.png https://files.catbox.moe/7ybavn.png (Score: 0.0959)\ndata/832c775ffe808ae31166ad2199165a9f21be294c41ec8c59e96018412089f0dd.png https://pomf2.lain.la/f/6ehx899d.png (Score: 0.0946)\ndata/e537152a1f405e06f1bf3db884774276859d59d892be2f58739c9125c7f902b9.png https://files.catbox.moe/rg3ljb.png (Score: 0.0881)\n\n$ python3 img_search.py search \"large frog\"\ndata/dfa18f9435c50aeeef866700c9b0970cbbc69872b9c5c2077ebc3f6493df3a04.png https://media.baraag.net/custom_emojis/images/000/061/669/original/f6088611642c8a73.png (Score: 0.1061)\ndata/1f9046a81b6baca60753bc32b3eab2aac7b7c505db4d6e92afe4a641387d8202.png https://pomf2.lain.la/f/m17rz3vn.png (Score: 0.0849)\ndata/d19c4f26a9994359ab1fb8ca6b36e096213893746c5b1a42466158b0d91b9129.png https://pomf2.lain.la/f/ogt93nb4.png (Score: 0.0636)\ndata/5194df7245b55b2ed93a485850e715a9851349770f88b10472a9eae31f8b322e.png https://files.catbox.moe/6lu2ny.png (Score: 0.0616)\ndata/db1f1eefa2affa462f212101183d81c1caa7c5c799e13f8c779fed11a2affa20.png https://files.catbox.moe/a4l2n0.png (Score: 0.0392\n```\n\nhere is the images data used. its not required for using the search\nhttps://pomf2.lain.la/f/ju4h1urg.7z", "sig": "9899b9e7417e1c60a43154d12246ab40c09a8f316adaca9245ed78be2816d05f8487c4cb43f47436f92a299c4894e1d784a9f2ca495e8ef6d5e93c97b4b1a17b" }