datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
person-face-package-home-security-detection
Person, face & package — home-security detection dataset
YOLO-format dataset for person, face, vehicles, small vehicles, parcels, pets, and birds in home / delivery / street scenes. Full data lives under bigsplit/; sample/ is a 100-image preview subset (same layout: flat images/ and labels/).
Training configs point at a data.yaml beside those folders. Both splits use the same class list (nc and names); only the root path and which image set is packaged differ. Labels are YOLO .txt… See the full description on the dataset page: https://huggingface.co/datasets/OliseNS/person-face-package-home-security-detection.airport-securityairport-security-detectionHARMLESS_Synthetic_Injected_PDFs_EDA
Injected PDFs - EDA and Evaluation Corpus
This repository holds the exploratory data analysis for a project on detecting harmless-but-real
attack payloads injected into PDF files, together with the dataset that analysis produced.
The project has two halves, both in the notebook Final_project_V7_EDA.ipynb:
Question
Input
Part 1
Is our synthetic corpus a stand-in for real malware, or is it something else?
The published CIC feature table (11,126 x 34)
Part 2
Is our… See the full description on the dataset page: https://huggingface.co/datasets/Cyber-security-final-project/HARMLESS_Synthetic_Injected_PDFs_EDA.Global-Wheat-Security
Dataset Card for "Global Wheat Head Dataset 2021" 😊
If you want any update on the Global Wheat Dataset Community, go on https://www.global-wheat.com/
Introduction
Wheat is essential for a large part of humanity. The "Global Wheat Head Dataset 2021" aims to support the development of deep learning models for wheat head detection. This dataset addresses challenges like overlapping plants and varying conditions across global wheat fields. It's a step towards… See the full description on the dataset page: https://huggingface.co/datasets/Omarrs11/Global-Wheat-Security.sentinelng-data-security
SentinelNG Security Image Dataset
This dataset contains security-related image examples arranged by category. The current tree includes satellite or remote-sensing images under categories such as fire_hotspot, illegal_camp, and oil_vandalism.
Suggested workflow
Use an image-folder loader, inspect class balance and file formats, and split by source or scene where possible to reduce leakage. Document the geographic coverage, image provenance, labeling rules… See the full description on the dataset page: https://huggingface.co/datasets/MR-CODESPIKE/sentinelng-data-security.Hard-Wired-Security-Interlock The proposal of physical integrity verification protocol for autonomous compute systems:
#1. Physical Verification of AI Integrity
Concept: Physical State Monitoring for AI or AGI Trustworthiness
System Mechanism: To ensure AI and AGI autonomy remains within safety bounds, the AI logic is integrated with a physical actuator system.
Hardware Interface: A micro-mechanical lever and physical needle are connected to the AI chip’s backend.
Safety Loop: When the AI remains in a "Secure"… See the full description on the dataset page: https://huggingface.co/datasets/besti11/Hard-Wired-Security-Interlock.hard-negative-securityhixray-security-xray
HiXray Security X-ray Dataset
Overview
High-quality X-ray security screening dataset used for
BYOL (Bootstrap Your Own Latent) self-supervised pretraining.
This dataset is part of an FYP research project on
X-ray baggage screening segmentation, in collaboration
with Wancom Communications (Pvt) Ltd, Karachi, Pakistan.
Dataset Summary
Split
Images
Train
36,295
Test
9,069
Total
45,364
Image Details
Format: JPEG… See the full description on the dataset page: https://huggingface.co/datasets/askarikzm/hixray-security-xray.