FiftyOne Dataset Zoo: Berkeley Deep Drive Autonomous Vehicle Dataset
In this short video we cover:
0:00 About FiftyOne and the Dataset Zoo
0:29 About the BDD dataset
1:34 Dataset quickfacts
1:53 What is heterogeneous multi-task learning?
2:32 Use cases for multi-task learning
3:09 Acquiring the BDD dataset
3:25 How to install the open source FiftyOne computer vision toolset
4:03 Exploring the basic characteristics of the BDD100k dataset
For a more in-depth discussion, check out the companion blog on Voxel51.com:
https://voxel51.com/blog/exploring-th...
For more information about the dataset, paper and authors:
https://www.bdd100k.com/
Get started with FiftyOne:
https://voxel51.com/docs/fiftyone/
#computervision #artificialintelligence #ai #machine learning #datascience #opensource