Get the free Violence Detection Dataset sample
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This sample is for internal evaluation only. See LICENSE.txt. Your details go to Xentim (TATO STUDIO sp. z o.o.), so we can reply about your evaluation. Privacy policy https://xentim.com/en/privacy-policy
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Violence Detection Dataset v1: free sample
Free evaluation sample of a synthetic dataset for skeleton-based fight and violence detection in CCTV.
Synthetic data: no real people and no personal data.
What is in this sample
- 360 sequences from 30 simulated events
data/frames.parquet: one row per frame and cameradata/index.csv: one row per sequencedata/skeleton3d/: 3D skeletonspreview_videos/: short skeleton previews00_OVERVIEW_*.mp4: overview of the sampleDATASHEET.md: full specification and known limits
This is skeleton data, with no RGB video.
Load it
import pandas as pd
index = pd.read_csv("data/index.csv")
frames = pd.read_parquet("data/frames.parquet")
print(index.head())
Full dataset
12,540 sequences, 2.84 million labelled frames, 2 to 6 people per event, 12 virtual cameras per event, multi-person keypoints, roles, actions, phases and contact events, 10 fight classes and 10 hard negative classes.
Commercial licence, from 3,000 EUR: Violence Detection Dataset
Licence
Free for internal evaluation only, see LICENSE.txt. Using it in a product needs a paid licence.
Questions or custom data: contact@xentim.com
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