From 8eb888a50ae9a0fca7f5a5f80bb6f409e3de4ce4 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Dominik=20Schr=C3=B6ter?= Date: Thu, 9 Jan 2025 14:56:12 +0100 Subject: [PATCH] docs: add LLM-based OCR comparison examples to README --- README.md | 201 ++++++++++++++++++++++++++++++++++++++++++ demo/ocr-example1.jpg | Bin 0 -> 30323 bytes demo/ocr-example2.jpg | Bin 0 -> 74976 bytes 3 files changed, 201 insertions(+) create mode 100644 demo/ocr-example1.jpg create mode 100644 demo/ocr-example2.jpg diff --git a/README.md b/README.md index 040049e..f163ff6 100644 --- a/README.md +++ b/README.md @@ -203,6 +203,207 @@ Then tweak at will—**paperless-gpt** reloads them automatically on startup! --- +## LLM-Based OCR: Compare for Yourself + +
+Click to expand the vanilla OCR vs. AI-powered OCR comparison + +### Example 1 + +**Image**: + +![Image](demo/ocr-example1.jpg) + +**Vanilla Paperless-ngx OCR**: +``` +La Grande Recre + +Gentre Gommercial 1'Esplanade +1349 LOLNAIN LA NEWWE +TA BERBOGAAL Tel =. 010 45,96 12 +Ticket 1440112 03/11/2006 a 13597: +4007176614518. DINOS. TYRAMNESA +TOTAET.T.LES +ReslE par Lask-Euron +Rencu en Cash Euro +V.14.6 -Hotgese = VALERTE +TICKET A-GONGERVER PORR TONT. EEHANGE +HERET ET A BIENTOT +``` + +**LLM-Powered OCR (OpenAI gpt-4o)**: +``` +La Grande Récré +Centre Commercial l'Esplanade +1348 LOUVAIN LA NEUVE +TVA 860826401 Tel : 010 45 95 12 +Ticket 14421 le 03/11/2006 à 15:27:18 +4007176614518 DINOS TYRANNOSA 14.90 +TOTAL T.T.C. 14.90 +Réglé par Cash Euro 50.00 +Rendu en Cash Euro 35.10 +V.14.6 Hôtesse : VALERIE +TICKET A CONSERVER POUR TOUT ECHANGE +MERCI ET A BIENTOT +``` + +--- + +### Example 2 + +**Image**: + +![Image](demo/ocr-example2.jpg) + +**Vanilla Paperless-ngx OCR**: +``` +Invoice Number: 1-996-84199 + +Fed: Invoica Date: Sep01, 2014 +Accaunt Number: 1334-8037-4 +Page: 1012 + +Fod£x Tax ID 71.0427007 + +IRISINC +SHARON ANDERSON +4731 W ATLANTIC AVE STE BI +DELRAY BEACH FL 33445-3897 ’ a +Invoice Questions? + +Bing, ‚Account Shipping Address: Contact FedEx Reı + +ISINC +4731 W ATLANTIC AVE Phone: (800) 622-1147 M-F 7-6 (CST) +DELRAY BEACH FL 33445-3897 US Fax: (800) 548-3020 + +Internet: www.fedex.com + +Invoice Summary Sep 01, 2014 + +FodEx Ground Services +Other Charges 11.00 +Total Charges 11.00 Da £ +> +polo) Fz// /G +TOTAL THIS INVOICE .... usps 11.00 P 2/1 f + +‘The only charges accrued for this period is the Weekly Service Charge. + +The Fedix Ground aceounts teferencedin his involce have been transteired and assigned 10, are owned by,andare payable to FedEx Express: + +To onsurs propor credit, plasa raturn this portion wirh your payment 10 FodEx +‚Please do not staple or fold. Ploase make your chack payablı to FedEx. + +[TI For change ol address, hc har and camphat lrm or never ide + +Remittance Advice +Your payment is due by Sep 16, 2004 + +Number Number Dus + +1334803719968 41993200000110071 + +AT 01 0391292 468448196 A**aDGT + +IRISINC Illallun elalalssollallansdHilalellund +SHARON ANDERSON + +4731 W ATLANTIC AVE STEBI FedEx + +DELRAY BEACH FL 334453897 PO. Box 94516 + +PALATINE IL 60094-4515 +``` + +**LLM-Powered OCR (OpenAI gpt-4o)**: +``` +FedEx. Invoice Number: 1-996-84199 + Invoice Date: Sep 01, 2014 + Account Number: 1334-8037-4 + Page: 1 of 2 + FedEx Tax ID: 71-0427007 + +I R I S INC +SHARON ANDERSON +4731 W ATLANTIC AVE STE B1 +DELRAY BEACH FL 33445-3897 + Invoice Questions? +Billing Account Shipping Address: Contact FedEx Revenue Services +I R I S INC Phone: (800) 622-1147 M-F 7-6 (CST) +4731 W ATLANTIC AVE Fax: (800) 548-3020 +DELRAY BEACH FL 33445-3897 US Internet: www.fedex.com + +Invoice Summary Sep 01, 2014 + +FedEx Ground Services +Other Charges 11.00 + +Total Charges .......................................................... USD $ 11.00 + +TOTAL THIS INVOICE .............................................. USD $ 11.00 + +The only charges accrued for this period is the Weekly Service Charge. + + RECEIVED + SEP _ 8 REC'D + BY: _ + + posted 9/21/14 + +The FedEx Ground accounts referenced in this invoice have been transferred and assigned to, are owned by, and are payable to FedEx Express. + +To ensure proper credit, please return this portion with your payment to FedEx. +Please do not staple or fold. Please make your check payable to FedEx. + +❑ For change of address, check here and complete form on reverse side. + +Remittance Advice +Your payment is due by Sep 16, 2004 + +Invoice +Number +1-996-84199 + +Account +Number +1334-8037-4 + +Amount +Due +USD $ 11.00 + +133480371996841993200000110071 + +AT 01 031292 468448196 A**3DGT + +I R I S INC +SHARON ANDERSON +4731 W ATLANTIC AVE STE B1 +DELRAY BEACH FL 33445-3897 + +FedEx +P.O. Box 94515 +``` + +--- +
+ +**Why Does It Matter?** +- Traditional OCR often jumbles text from complex or low-quality scans. +- Large Language Models interpret context and correct likely errors, producing results that are more precise and readable. +- You can integrate these cleaned-up texts into your **paperless-ngx** pipeline for better tagging, searching, and archiving. + + + + +### How It Works + +- **Vanilla OCR** typically uses classical methods or Tesseract-like engines to extract text, which can result in garbled outputs for complex fonts or poor-quality scans. +- **LLM-Powered OCR** uses your chosen AI backend—OpenAI or Ollama—to interpret the image’s text in a more context-aware manner. This leads to fewer errors and more coherent text. + +--- + ## Contributing **Pull requests** and **issues** are welcome! diff --git a/demo/ocr-example1.jpg b/demo/ocr-example1.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8fedd34d129ed87c98fb0da0bcd03caa7579baa7 GIT binary patch literal 30323 zcmeFZcU)7=x;DH*5Qx&jMhy@^RFK}Qw1jRzMGzGsQbJECN(ms+9%%s)K?q`~0s_)e zx)ck&cL71bgepk?f=}7cK4*X5_wL_0?|*yc$DK8qd#<_Wp0;M@UK|b`P65n%ItU#A zLu6I#T6MI*zE5_c{4Js!l z4oHeiNGXa-DN0B{C1e$4WECalDCz(>9rSyChlc==PW2})s5Tw^*L~8FBITk1f&bt} z^LPHBQ~%%(;`uv&iY@-&2@<0E3!72)cesD%eE6?yNCN18mF2dkAwYFV1{i;Z0NX$c z0_boQ2m$En=;$DH^biO=%ZcMBSWYt0(=(ks!^U=!jqMBz{jckfuipdzRe~5!oM2#N zU}j`wW@lt%WIqy&?7t^r`9A?TtOr==08bzg4B`iaKQOHm?Oz|?%K62~;I zShMlF2T9Vf$Gs@NEC4%+Y`7~W?GfCqNh^pqUHP(VgONFvQSwkoE8fgjyYVGf_H@tH zY1G=AkfvVGnROlE1mdI8C(V7c8<}PA`@jCUcF!v`F{`{~U~W@R_qv^T*wgHa*1`EL z7J!P1!j}3MCt8|gGQTMBNw88=7`XGZ9g_@-V?Schfb3q8g5CY%5scR~J!ylHUKOM{ 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