Open Access Open Access  Restricted Access Subscription or Fee Access

Recovering Past Via Artificial Intelligence

Megha Goyal

Abstract


This has always been a tough challenge for the mankind on this earth to recover the past. Human being has always been surrounded by “When”, “What”, ”How”, ”Where” and last “Why” questions. Discovery of past has been undergoing since ages. Ancient texts, scripts, techniques, lifestyle all have been discovered and deciphered by experts due to the advent of technology. Science has developed to the extent that nothing is beyond its scope. Computer science has broaden the scope and reach of mankind to the infinity. Artificial Intelligence is the field of computer science in which research is done involving human reactions and cognitive environment. The contribution of this science of Artificial Intelligence in recognizing the 4000 years old Indus script is included in this paper. Neural Network has played an important role in this work. Markov model and deep learning algorithm had been at the background to recognize the symbols in the Indus script. This algorithm is used in self driving cars and auto completion work of google. The process involves three stages: Extracting the symbol, Selective Search for the grapheme is done and lastly Region Grouping is done.

Full Text:

PDF

References


https://www.tutorialspoint.com/artificial_intelligence/artificial_intelligence_overview.html.

Fig.1 Contributors of Artificial Intelligence https://www.tutorialspoint.com/artificial_intelligence/artificial_intelligence_overview.html.

https://futureoflife.org/background/benefits-risks-of-artificial-intelligence/.

Fig. 2(a) Indus Seal Impression https://en.wikipedia.org/wiki/Indus_script.

Fig.2(b) Indus Seal at British Museum https://www.sciencedaily.com/releases/2009/04/090423142316.htm.

https://defence.pk/pdf/threads/artificial-intelligence-is-cracking-4-000-year-old-indus-valley-mystery.478581/.

https://fossbytes.com/ai-decodes-indus-valley-language/.

https://en.wikipedia.org/wiki/Markov_model.

http://www.thehindu.com/sci-tech/science/chennai-team-taps-ai-to-read-indus-script/article17448690.ece.

Fig.4 Step by step procedure of deciphering the Indus Script using Deep Learning Algorithm.

http://www.thehindu.com/sci-tech/science/chennai-team-taps-ai-to-read-indus-script/article17448690.ece.

Fig.5 Indus Signs https://swarajyamag.com/culture/how-i-deciphered-the-indus-valley-script

Fig.6 Deep learning Algorithm v/s Older Learning Algorithm http://machinelearningmastery.com/what-is-deep-learning/




DOI: https://doi.org/10.37628/ijods.v3i2.331

Refbacks

  • There are currently no refbacks.