Update README.md

README.md

@@ -22,19 +22,47 @@ OCRonos can be tested on a free demo along with [Segmentext](https://huggingface
 
 Original input with a high rate of digitization artifacts from a Financial report from Finance Commons.
 
-> Inthisrespect,the in surancebusiness inve stmen t portfolio can be considered conservativel y mana ged as itislargely com posed of cor porate, sovere ignandsupranational bonds, term l oansaswell asdemanddeposits. Followin gtheprevious year, thegroup continue dto diversi fyits holdingsinto investmen tgrade cor porate bonds.(see Note 4 ) Itshouldbenoted that bondsandterm loansareheldto matur ityinacco rdancewiththegroup’s businessmodelpolicy of “inflows”. Technical liabilities on insur ance contractsTheguaran tees offered cover death,disability,r e dundancy andunem ployment aspartof aloanprotect ion insurance policy. These types o f risk are controlled throu ghthe use o f app ropriate morta litytables,statistica lchecksonloss rat ios for thepopulation groups insure dandthrough ar e insurance program. Liabilit yade quacytest:a goodnes sટofટfittestaimed a t ensurin gthat insuranceliabilitiesare adequate wi threspect to curren testimates of future cash flowsgenerate d by the insurance contracts isperformed at eachstate mentof accou nt.Futu recashflowsresultin g fromthecontracts take into accoun t the guaran tees and o ptions inherent therein. In the even t of inade quacy, the potential l ossesare fully reco gnize dinnetincome. Them o delingof future cash flowsintheinsuranceliability adequacytest are basedonthefollowin g assum ptions: Atthee n dof 2022,thisliabilityadequacytestdidnot reve al any anomalies. Income state ment: Theincome andexpenses reco gnize d for theinsurance contracts issued bythegroupappear inthei ncome stat emen t in“Ne tincome of other activities”and“Ne t expense of other acti vities ”. Risk mana gement: The group ado ptsa“prudent a pproach” to itsmana gemen t of therisks towhichitcouldbee x posed throughits insurance activities. Risk o f contre partie As state dabove, insurance companyonlyinvests inasse ts (bankdeposit, soverei gnbonds,supra oragencies or
+> Inthisrespect,the in surancebusiness inve stmen t portfolio can be considered conservativel y mana ged as itislargely com posed of cor porate, sovere ignandsupranational bonds, term l oansaswell asdemanddeposits. Followin gtheprevious year, thegroup continue dto diversi fyits holdingsinto investmen tgrade cor porate bonds.(see Note 4 ) Itshouldbenoted that bondsandterm loansareheldto matur ityinacco rdancewiththegroup’s businessmodelpolicy of “inflows”. 
+>
+> Technical liabilities on insur ance contracts. 
+>
+> Theguaran tees offered cover death,disability,r e dundancy andunem ployment aspartof aloanprotect ion insurance policy. These types o f risk are controlled throu ghthe use o f app ropriate morta litytables,statistica lchecksonloss rat ios for thepopulation groups insure dandthrough ar e insurance program. 
+>
+> Liabilit yade quacytest.
+>
+> a goodnes sટofટfittestaimed a t ensurin gthat insuranceliabilitiesare adequate wi threspect to curren testimates of future cash flowsgenerate d by the insurance contracts isperformed at eachstate mentof accou nt.Futu recashflowsresultin g fromthecontracts take into accoun t the guaran tees and o ptions inherent therein. In the even t of inade quacy, the potential l ossesare fully reco gnize dinnetincome. Them o delingof future cash flowsintheinsuranceliability adequacytest are basedonthefollowin g assum ptions: Atthee n dof 2022,thisliabilityadequacytestdidnot reve al any anomalies. 
+>
+> Income state ment.
+>
+> Theincome andexpenses reco gnize d for theinsurance contracts issued bythegroupappear inthei ncome stat emen t in“Ne tincome of other activities”and“Ne t expense of other acti vities ”. 
+>
+> Risk mana gement. 
+>
+> The group ado ptsa“prudent a pproach” to itsmana gemen t of therisks towhichitcouldbee x posed throughits insurance activities. 
+>
+> Risk o f contre partie. 
+>
+> As state dabove, insurance companyonlyinvests inasse ts (bankdeposit, soverei gnbonds,supra oragencies or
 
 Rewrite suggested by OCRonos.
 
-> The Douglas Island News.
-> 
-> VOL. G. DOUGLAS CITY AND TREADWELL, ALASKA, WEDNESDAY, AUGUST 3, 1904 NO. 37
-> 
-> Wall Paper & Carpets
-> 
-> Spring House Cleaning is almost here, and it brings with it a lot of trouble. The house has to be papered from top to bottom, the floor carpeted, lace curtains put up, linoleum on kitchen floor, and various other things, when carried out are the making of our Alaska homes.
-> 
-> Now we have prepared a way out of this trouble for you. We have had a special department made, where we are showing 40,000 rolls of Paper ranging in price from 10 c per roll up; 50 different styles of carpets, from 50 c up, such as genuine home made rag carpets (washable), Brussels, Velvets, Axminsters, and Ingrains; all grades and styles of Lace Curtains, imported and domestic portiers and couch covers; Rugs, small as 12x20 inches and large as 15x20 feet; Linoleum in grades A, B, C, D, E; all widths, floor oil cloth, roller shades, carpet sweepers, curtain poles, mouldings, brass fixtures and trimmings of all kinds, in fact everything carried in an up to date department can be obtained from B. M. BEHRENDS CO., INC.
+> In this respect, the insurance business investment portfolio can be considered conservatively managed as it is largely composed of corporate, sovereign, and supranational bonds, term loans as well as demand deposits. Following the previous year, the group continued to diversify its holdings into investment-grade corporate bonds. It should be noted that bonds and term loans are held to maturity in accordance with the group’s business model policy of "inflows".
+>
+> Technical liabilities on insurance contracts.
+>
+> The guarantees offered cover death, disability, redundancy, and unemployment as part of a loan protection insurance policy. These types of risk are controlled through the use of appropriate mortality tables, statistical checks on loss ratios for the population groups insured, and through the insurance program.
+>
+> Liability adequacy test.
+>
+> A goodness-of-fit test aimed at ensuring that insurance liabilities are adequate with respect to current statements of future cash flows generated by the insurance contracts is performed at each statement of account. Future cash flows resulting from the contracts take into account the guarantees and options inherent therein. In the event of inadequacy, the potential losses are fully recognized in the income statement. The modeling of future cash flows in the insurance liability adequacy test are based on the following assumptions: At the end of 2022, this liability adequacy test did not reveal any anomalies.
+>
+> Income statement.
+>
+> The income and expenses recognized for the insurance contracts issued by the group appear in the income statement in "Net income of other activities" and "Net expense of other activities".
+>
+> Risk management.
+>
+> The group adopts a "prudent approach" to its management of the risks to which it could be exposed through its insurance activities. Risk of counterparty. As stated above, insurance companies only invest in assets (bank deposits, sovereign bonds, supranational agencies, or corporate bonds).
 
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