video_detection
fight-detection-video
Fight Dataset - 1,000+ videos
The dataset comprises 1,000 high-quality videos captured from static and moving surveillance cameras at resolutions up to 1920×1080 and 30 FPS. These video clips contain fights and violent actions recorded in controlled environments. It is designed for research in violence detection, focusing on various detection techniques and algorithms, primarily aimed at advancing public safety and security systems.
By utilizing this dataset, researchers and… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/fight-detection-video.hispanic-people-liveness-detection-video-dataset
Biometric Attack Dataset, Hispanic People
The similar dataset that includes all ethnicities - Anti Spoofing Real Dataset
The dataset for face anti spoofing and face recognition includes images and videos of hispanic people. 32,600+ photos & video of 16,300 people from 20 countries. The dataset helps in enchancing the performance of the model by providing wider range of data for a specific ethnic group.
The videos were gathered by capturing faces of genuine individuals… See the full description on the dataset page: https://huggingface.co/datasets/UniqueData/hispanic-people-liveness-detection-video-dataset.asian-people-liveness-detection-video-dataset
Biometric Attack Dataset, Asian People
The similar dataset that includes all ethnicities - Anti Spoofing Real Dataset
The dataset for face anti spoofing and face recognition includes images and videos of asian people. 30,600+ photos & video of 15,300 people from 32 countries. All people presented in the dataset are South Asian, East Asian or Middle Asian. The dataset helps in enchancing the performance of the model by providing wider range of data for a specific ethnic… See the full description on the dataset page: https://huggingface.co/datasets/UniqueData/asian-people-liveness-detection-video-dataset.black-people-liveness-detection-video-dataset
Biometric Attack Dataset, Black People
The similar dataset that includes all ethnicities - Anti Spoofing Real Dataset
The dataset for face anti spoofing and face recognition includes images and videos of black people. The dataset helps in enchancing the performance of the model by providing wider range of data for a specific ethnic group.
The videos were gathered by capturing faces of genuine individuals presenting spoofs, using facial presentations. Our dataset proposes… See the full description on the dataset page: https://huggingface.co/datasets/UniqueData/black-people-liveness-detection-video-dataset.rav4-video-detections
RAV4 Video Detection and Retrieval Index
This dataset contains two Parquet files produced by a YOLO26 object detection pipeline
applied to a Toyota RAV4 exterior review video. Together they form a complete
image-to-video semantic retrieval system.
Source Video
Field
Value
Video ID
YcvECxtXoxQ
YouTube URL
https://www.youtube.com/watch?v=YcvECxtXoxQ
Sampling rate
0.5 fps (one frame every 2 seconds)
Total frames
~1,396
Detector… See the full description on the dataset page: https://huggingface.co/datasets/ccczy-czy/rav4-video-detections.assignment2-video-detections
Assignment 2 – Image-to-Video Semantic Retrieval
This dataset contains a detection index (Parquet) for a segment of a YouTube video.
Video
video_id: YcvECxtXoxQ
segment processed: 18:39 to 25:04
sampling: 1 frame/second
timestamp offset applied: 1119 seconds (timestamps match the original full video)
Detector
YOLOv8 segmentation (Ultralytics)
base: yolov8n-seg.pt
fine-tuned on: carparts-seg
confidence threshold: 0.25
Files… See the full description on the dataset page: https://huggingface.co/datasets/divyanshmaurya1/assignment2-video-detections.