Unimodaly Ingest

What it does

Unimodaly Ingest is the world’s first truly unified data-ingestion CLI for machine learning. It automatically detects text, image, audio and tabular files, then validates, samples and augments them into a single, schema-validated dataset ready for training.

A unified data-ingestion CLI that auto-detects and converts text, image, audio and tabular sources into standardized training datasets with schema validation, sampling, and augmentation capabilities. - leandrenash/unimodaly-ingest

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  Hi there, Burak here. I built an open-source data copy tool called ingestr (https://github.com/bruin-data/ingestr) I did build quite a few data warehouses both for the companies I worked at, as well as for consultancy projects. One of the more common pain points I observed was that everyone had to rebuild the same data ingestion bit over and over again, and each in different ways: - some wrote code for the ingestion from scratch to various degrees - some used off-the-shelf data ingestion tools like Fivetran / Airbyte I have always disliked both of these approaches,…

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