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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,181 papers · 148 categories

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0111 · Aug 201819922001200920182026
2 results for “Cyrillic”
Open Source Dataset and Machine Learning Techniques for Automatic Recognition of Historical Graffitics.LG

Machine learning identifies historical graffiti letters with high accuracy.

problem Identifying historical graffiti letters carved on stone walls.
method Pre-processed a dataset of 4000 images of carved letters, applied MLR and CNN models.
result CNN model achieved AUC values close to 0.99 for both notMNIST and CGCL.
Machine LearningHistorical GraffitiGlagoliticCyrillicSt.Sophia Cathedral
2018-08-31abs ↗pdf ↗
Capsule Deep Neural Network for Recognition of Historical Graffiti Handwritingcs.CV

Capsule network improves handwriting recognition of historical graffiti.

problem Recognizing historical graffiti letters carved on stone walls.
method Used capsule deep neural network on a challenging dataset of 4000 images of 34 letters.
result Validation accuracy and AUC values were significantly higher for capsule network than for CNN.
capsule networkhistorical graffitihandwriting recognitiondeep learningmachine learning
2018-09-11abs ↗pdf ↗