Features overview
ChronoScanML Tools is a new ChronoScan experimental feature, intended to execute certain operations for machine learning tasks making use of the existing ChronoScan features for it.
ChronoScanML Tools is suitable for:
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Create NER annotations from scratch or from ChronoScan data extraction tools such as e-tags or text extracted fields.
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Export batches in the required format for tasks on microsoft/layoutlmv3 format.
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Perform Fine-Tuning tasks from the microsoft/layoutlmv3 model for the following architectures:
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ForSequenceClassification
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ForTokenClassification
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Infer from pre-trained and fined-tuned models to extract desired data into ChronoScan.
Common tasks, which are intended by ChronoScanML Tools:
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Data extraction
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Document classification
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Training models
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Using third party models
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Machine Learning inference/ prediction