Tools¶
Welcome to the Tools section of the DroneNLP project. This section contains documentation and guides for the various tools developed and utilized to process, analyze, and extract insights from drone flight logs.
Available Tools¶
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DFLER
is an open-source tool that utilizes a fine-tuned BERT model to perform named entity recognition on drone flight log data, supporting forensic investigations.
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ADFLER
is an advanced named entity recognition tool that uses a fine-tuned ALBERT model to detect Event/NonEvent entities in drone flight log data, supporting forensic investigations.
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LogNexus
is a sentence segmentation tool that uses a domain-tuned DistilBERT model to split noisy, multi-sentence flight log messages into semantically complete sentences for forensic review.