This is the Linux app named FiftyOne whose latest release can be downloaded as v1.12.0sourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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SCREENSHOTS:
FiftyOne
DESCRIPTION:
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 boost the performance of your model. FiftyOne provides the building blocks for optimizing your dataset analysis pipeline. Use it to get hands-on with your data, including visualizing complex labels, evaluating your models, exploring scenarios of interest, identifying failure modes, finding annotation mistakes, and much more! Surveys show that machine learning engineers spend over half of their time wrangling data, but it doesn't have to be that way.
Features
- Curating datasets
- Evaluating models
- Visualizing embeddings
- Working with geolocation
- Finding annotation mistakes
- Removing redundant images
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/fiftyone.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.