AI's Role In Deciphering Vesuvius' Carbonized Scrolls

MK
Mert Karakaya
Mar 04, 2024
IPVMU Certified

Vesuvius Challenge awarded $1 million in prizes to computer vision researchers who had extracted text from an ancient carbonized scroll.

Last month, Vesuvius Challenge announced the 2023 award winners, who extracted the text using AI from an ancient scroll that was carbonized by volcanic ash. The scroll was "unrolled" by creating a 3D CT scan and using AI and OCR to extract text from within. The three-step approach is:

********:******** * ** **** ** * scroll ** ******** ***** *-*** **********.

************:******* *** ******** ****** ** *** rolled ******* ** *** ** **** and **** *********, ** **********, ****.

Ink *********: identifying the inked regions in the flattened segments using a machine learning model.

********

*** ****** **** *** ***** ** the ***** ** **. *********** ******* ** ******, *** * ** ***** *** was ******* *** *********** ** ******* text. (******** ************* ** ************ * 3D ****** *****:)

************

*** ** **** *** ********* **** layers, *** ********* *** ** ** perform *** *** ******* ****. **** segment ** *** ****** *** ********* for *** ***********, *** ** ******* text.

Ink *********

******** ********* ******** *********** ********* * ******** ** ** ***** 140 ********** ****, *** * ***** ** ************* students ************ ********* **** ************* ******** *** *** ******* ** the ************ ** ***** ** ******** received.

IPVM Image

*** ********* ********* *** ******* ******** to ***** ***** ********* ***** *************. Image ********** ******** *********** ******** * ****** ****-************ ***** *** ink *********.

*** ********** ******** ******* **** ***** different ***** *************, **** ********** *** findings ** *** ******, **** *** strongest ****** ***** ****** **** * TimeSformer-based *****. ******** ******** ******* *********** and *************, ********* ******* **** ******** architectures, * ***** ****** *****/****** ****** sizes, ***** *********, *** ******* ********** folds. **** **** *** *** ******, this *** ********* **** *** **** made ****** ** **** ****** (** GitHub), ******** ** ******** ** *** community.

** ******** ** ************ *** *********, the ******* ********** ********* *** ********* auto-segmentation ******** ** **** **** ** date (**** ***** *** ******* ** “segmentation” *****). ******************* (*******: ******* *********) by ****** ********* ******* ******* ******** from ******** *******. **-************* ** **** known ***** ******** ******** *** ********, and ******** *** ************* ****** ******* elsewhere, **** ** *** ********* **** of *** ******!

*** ***** *** *** ********** ** learning **** ***** *** ******** ********* and *** *******, **** *** **** resources:

***** **** *% ** *** ****** has **** **********, ** *** ***** researchers **** ******* *** ****? **** AI ******* ********, **** *** *** implications ** ******** ***** ********?

** ********* ********** **** *** ****** talks *****, ** *** ***** *** availability ** ***** ******* *** ******** received ** ****? (**. ********, ******, rare ****, ***.)

(1)
JH
John Honovich
Mar 04, 2024
IPVM

***** **** *% ** *** ****** has **** **********

** ** ****** **%? **** ******** the ***** ********, ** **** *** impression ** *** ******* ** **** perfect.

MK
Mert Karakaya
Mar 04, 2024
IPVMU Certified

*** ********* ********* ** *********** * passages ** *** ******* (*% ** all ********* ********). ***** ***** ** no ******** ****** ********** **** *** extraction,*** ************ ******* ********* ******** ****** ********* *********** match **** *****.

*** **** ***** ** *** *********** who *** **** **% ** *** available *******, *** *** ***** **** to ** ** **** ***** *** prize:

** **** ** *** **** *% to *% ** * ******. ** 2024 *** **** ** ** ** from *% ** *** ******, ** 90% ** *** **** ******* ** have *******, *** ** *** *** foundation ** **** *** *** *******.

*** ******* **** *** **** ** to **** **% ** *** *******, andwe **** ***** *** **** ***** ***** ** *** ***** **** **** ** **** ** ** ****. More details on the exact grand prize judging criteria will be available in March.

*** ********** ***, ******** ** *** competition, **** ***"**** **** **% *********** ** *******."** ***** ******** ** ******* ****, the **** ************ ********* *** ********* text.

New discussion

Ask questions and get answers to your physical security questions from IPVM team members and fellow subscribers.

Newest discussions