HMDB51#
HMDB51 is an action recognition dataset containing a total of 6,766 clips distributed across 51 action classes.
Details
Dataset name:
hmdb51Dataset source: https://serre-lab.clps.brown.edu/resource/hmdb-a-large-human-motion-database
Dataset license: CC-BY-4.0
Dataset size: 2.16 GB
Tags:
video, action-recognitionSupported splits:
train, test, otherZooDataset class:
HMDB51Dataset
Example usage
1import fiftyone as fo
2import fiftyone.zoo as foz
3import fiftyone.utils.video as fouv
4
5dataset = foz.load_zoo_dataset("hmdb51", split="test")
6
7# Re-encode source videos as H.264 MP4s so they can be viewed in the App
8fouv.reencode_videos(dataset)
9
10session = fo.launch_app(dataset)
fiftyone zoo datasets load hmdb51 --split test
# Re-encode source videos as H.264 MP4s so they can be viewed in the App
fiftyone utils transform-videos hmdb51-test --reencode
fiftyone app launch hmdb51-test
Note
In order to work with video datasets, you’ll need to have ffmpeg installed.
