21 Computer Vision News Computer Vision News Voxel51 to navigate the JSON file. Just understand more or less the structure of your directory, how your data is there. Maybe you have a timestamp. Maybe you have the name of the labels in the JSON file. It is difficult to understand the structure of your data, understand the blind spots of your data. With FiftyOne, we can make a lot of things and explore the dataset in multiple fronts. With the metadata, we can understand that with interactive plots. And we also have embeddings, which are so important in the datasets; because with the embeddings, you can see how the data is clustering. And if you have maybe some outliners, you can understand what is going on with those outliners with the model and see maybe you need to add that information to the dataset for training or maybe you need to remove that. You have a lot of advantages to use the platform. And at the end, you will save a lot of time and you can expedite the research process. What makes Voxel51 able to do this? How is Voxel able to give me all these functions that without it I wouldn't have? I think that FiftyOne is making a great job putting the top AI trends in the platform, basically grabbing the concepts for data management. And we are putting different concepts in functions. We have functions to curate data. For example, understand the labels that we have in the metadata. We can filter the dataset that we have just with those functions for curating and filtering. We can also explore the curated models that we have in the state of the art. We can use those models and
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