Voxel51 Howto
Voxel51 is a leading provider of open-source computer vision tools for machine learning, offering solutions to explore, visualize, curate, and refine visual datasets and models.
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Install FiftyOne: Install the open-source FiftyOne library using pip: pip install fiftyone
Import your dataset: Load your image or video dataset into a FiftyOne Dataset object using methods like Dataset.from_images_dir() or Dataset.from_videos_dir()
Visualize your data: Launch the FiftyOne App to interactively explore and visualize your dataset: fo.launch_app(dataset)
Analyze and filter: Use FiftyOne's querying capabilities to analyze distributions and filter your dataset based on various criteria
Evaluate models: Add model predictions to your dataset and use FiftyOne's evaluation tools to assess model performance
Find annotation mistakes: Use the FiftyOne Brain to automatically identify potential errors in your ground truth labels
Curate datasets: Leverage FiftyOne's curation capabilities to select high-quality subsets of your data for training
Export refined data: Export your curated datasets in standard formats to use for model training
Voxel51 FAQs
Voxel51 is an AI software company that provides open source computer vision tools for machine learning, including the FiftyOne toolkit. They enable developers, scientists, and organizations to build high-quality datasets and computer vision models.
Voxel51 Monthly Traffic Trends
Voxel51 experienced a 7.0% decline in traffic, with 66,304 visits in November. Despite hosting a series of online events recapping ECCV 2024 and featuring several advanced topics, the decline suggests that these activities may not have significantly boosted user engagement.
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