datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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.drone_video_detections
Output Tracking Videos
drone_video_1_tracked.mp4
drone_video_2_tracked.mp4
Dataset Choice and Detector Configuration
For this project I used the Drone detection Computer Vision Model dataset from Roboflow to train the YOLO model. I chose this dataset because it contains 991 images of drones taken from many different angles and in many different environments which improves generalization.
I used the YOLO model for object detection. I chose YOLO… See the full description on the dataset page: https://huggingface.co/datasets/Anand-Rao745/drone_video_detections.drone-video-detections
Drone Video Detections
Overview
This dataset contains object detections from two drone surveillance videos,
serving as the detection index for a Kalman filter tracking system.
Detector: YOLOv8n fine-tuned on DRONES_NEW-4 dataset (mAP50=0.970 || mAP50-95=0.71)
Total detections: 918Confidence threshold: 0.39
Video
Frames
Frames with Detections
video1
828
507
video2
2,580
393
Schema
Column
Type
Description
video_id
string
Video… See the full description on the dataset page: https://huggingface.co/datasets/AhmedJaheen/drone-video-detections.