Stitching as an ancient language
With the rapid advancements in AI and Machine Learning automating tasks has become easier than ever before. The continued work in research and development of machine learning algorithms has made it possible to incorporate AI in day-to-day tasks. This project enables you to be able to add color to...
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| Format: | Final Year Project |
| Language: | English |
| Published: |
Nanyang Technological University
2022
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| Online Access: | https://hdl.handle.net/10356/158803 |
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| Institution: | Nanyang Technological University |
| Language: | English |
| Summary: | With the rapid advancements in AI and Machine Learning automating tasks
has become easier than ever before. The continued work in research and
development of machine learning algorithms has made it possible to incorporate AI
in day-to-day tasks. This project enables you to be able to add color to an image by
recognizing the small symbols in the grid and comparing them to a legend provided.
The project could be particularly useful for librarians and historians where it
could be used to extract different symbols unique to antique languages.
Cryptographers use alternate symbols rather than the normal English alphabets; it
could be an equally important asset for cryptographic analysis by picking up unique
symbols and clustering them together.
The project can be an aid in pattern recognition as well where the same idea
of similarity and clustering is followed. It harnesses the power of unsupervised
machine learning which makes the provision and ability of large datasets
unnecessary. This could be particularly useful as this lifts the dependence on big
datasets. |
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