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Types of Tools

Product Templates

  • Document Classifier

    Product Template

    A generic LLM-based document classifier that can be fine-tuned on arbitrary documents and taxonomies.

    Repo

  • Flood Detection

    Product Template

    A set of analysis tools for the flood detection using remote sensing data.

    Repo

  • Deforestation

    Product Template

    Python implementation for deforestation detection on satellite imagery data.

    Repo

  • Early Exit ASR

    Product Template

    A project for training and exposing dynamic Conformer models for Automatic Speech Recognition (ASR) using early-exiting training techniques.

    Repo

  • WavLM ASR

    Product Template

    Scripts to perform Italian ASR using a WavLM E2E system; LM adaptation is also provided.

    Repo

Products

  • EuroVoc Classifier

    Product

    Multilingual text classifier based on Bert model and fine-tuned on official EU legal documents (from EUR Lex portal)

    Repo

  • Family Audit Classifier

    Product

    Multiclass sequence classifier based on BERT base italian, fine-tuned on selected corpora from Municipalities's Family Audit plans.

    Repo

  • Entity Extraction Service

    Supporting Component

    REDIT - A relation extraction module for Tint to identify and extract the entity and relation information from documents.

    Repo

Supporting Components

  • Entity Extraction Service

    Supporting Component

    REDIT - A relation extraction module for Tint to identify and extract the entity and relation information from documents.

    Repo

  • Sentinel Tools

    Supporting Component

    A wrapper for the Sentinel download and preprocessing routing for the integration with the AIxPA platform.

    Repo