Open Images meets FiftyOne

We have collaborated with the team at Voxel51 to make downloading, visualizing, and evaluating Open Images a breeze using their open-source tool FiftyOne.

Getting started is as easy as:

pip install fiftyone
dataset = fiftyone.zoo.load_zoo_dataset("open-images-v6", "validation")

Want to quickly download specific subsets? Easy too!

dataset = fiftyone.zoo.load_zoo_dataset(
              "open-images-v6",
              "validation",
              label_types=["detections", "segmentations"],
              classes=["Cat", "Dog"],
              max_samples=100,
          )

Even evaluating your models can now be done in one line:

results = dataset.evaluate_detections(
    "predictions", 
    "detections", 
    method="open-images",
)

Learn more about it in our Download page or in this tutorial.