From c157dd50be0fa287cd71c5ab549572d80867175e Mon Sep 17 00:00:00 2001 From: johnathanchiu Date: Mon, 7 Oct 2024 12:50:30 -0400 Subject: [PATCH] add additional bad examples --- README.md | 10 +++++++--- examples/outputs/somato_output.jpg | Bin 0 -> 149367 bytes 2 files changed, 7 insertions(+), 3 deletions(-) create mode 100644 examples/outputs/somato_output.jpg diff --git a/README.md b/README.md index 9b3b9fa..af2b663 100644 --- a/README.md +++ b/README.md @@ -31,10 +31,8 @@ img.show() ## Examples -

Image 1 Image 2 -

See `main.py` or `ex.ipynb` for examples on how to draw the images. @@ -50,12 +48,18 @@ pip install -r requirements.txt This algorithm works particularly well with documents that have a lot of diagrams and that are well spaced. It performs poorly on documents that are purely text-based (but there is usually no need to segment documents that are completely text-based just throw it into RAG directly). It could be interesting to detect situations like this and skip the segmentation step entirely for these sorts of pages. -At the moment, I am looking to build out an ML model to determine when to split chunks in the page. The main principle would be to train a seq2seq model that outputs a binary sequence. The sequence input is the slices of the image and the output is a binary sequence where a 1 represents a split in the image and 0 otherwise. +At the moment, I am looking to build out an ML model to determine when to split chunks in the page. The main principle would be to train a seq2seq model that outputs a binary sequence. The sequence input is the slices of the image and the output is a binary sequence where a 1 represents a split in the image and 0 otherwise. Basic training code setup can be found on my other [branch](https://github.com/johnathanchiu/recursive-segmentation/tree/jchiu/model-training-code/model). ### Limitations Like any bounding box segmentation algorithm, the main limitation is the shape of the segmentation. Edge cases arise when the input image is not necessarily framed in a grid-shape. Take an example where an image contains "L" shaped objects. This makes it impossible to segment out the "L" shaped object defined by a bounding box. If anyone has any ideas on how to improve this, please feel free to suggest! +For largely text-based PDFs, the results can look like this. + +Image 3 + +I'm still looking for a solution so feel free to suggest any if you have ideas. + ## Contributing Feel free to contribute to this repository through Pull Requests and Issues. Reach out to me if you have any ideas surrounding this that you want to discuss! diff --git a/examples/outputs/somato_output.jpg b/examples/outputs/somato_output.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8bdfd7311b62e011db41093a92ece810ef06d4e GIT binary patch literal 149367 zcmeFZ2|Sd2+c!S4lY~&VDUr&SY=umcY)OIt4uM#+i2wcEk>%*$-m?n=*(LPv z?~iteu>I}*;5Gkp82#<}U;lGHfj~IHSJ+ORJgJh*^4D{gU96Co|Mt4di4!kb{{4zC zcm3NHcWJ(4{rh=$A;;g|^Ou|a`R7jw{3(GyCGe*N{*=I<68KXBe@fs_3H&L6KPB*| z1pbu3pAz_wCBU47L_%2pa_nLO%kW*hcCoUtf(IK1+b;(PC&yn7&c7X8e>u2+Ie7nm zu>A5VR#tZKmzRr!>+i4s%O}ilU|lc6Y=a1J?dsm8$;u)P*(JcjD!{_*V#x2H z_-|~0bh5E?aB^|;@a~1|Vqs<7#m36c&ISSxETO+Z32XxFf`?S}ID{;mIHi5|oeWRT z<2rn4<84IhDS!n#wT!unc43@=H?d`m&ofIn_HBh)a@M*+xROx;NQP;^bh<9 zfc)%YV`F9G{DmKuU4h_(Re+8CkP3&Oo&~3qkC61qaISsllJlzCxeu#al7w&G`@$n4 zqehS=|H9H=IQrKZdh~z9(cc;RJ3mYuWH&1dxL~XT5Eujij^@Wf{wF<{1OEeQ`tm=J zrosP#G!6X^q-pq9G@)~lo)z{s127l<*qycL)%l^dl@{3wbA-R=VLcr|tgF0C^83h> 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