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The open-source tool for building high-quality datasets
The open-source tool for building high-quality datasets and computer vision models. Nothing hinders the success of machine learning systems more than poor-quality data. And without the right tools, improving a model can be time-consuming and inefficient. FiftyOne supercharges your machine learning workflows by enabling you to visualize datasets and interpret models faster and more effectively. Improving data quality and understanding your model’s failure modes are the most impactful ways to...
Python tool to evaluate the quality of high-throughput sequencing data
ngsdataqeval is a Python tool to evaluate the quality of high-throughput sequencing data, used by Next Generation Sequencing. Unlike other tools that analyze raw data, this is designed to evaluate the quality of the processed reads after mapping to a reference genome.
The evaluation is performed in a genomic region defined by the user, and it provides some statistics computed from the reads that map to that region (ie. a single gene).