Coral Reef Bleaching Disaster and Ecological Value Loss Prediction Image Dataset, aiding environmental protection and disaster analysis.

Explore message broker replication and leader failover code to train models to detect defects, trace root causes, and support repairs.

Durian plantation pest identification scale insect image dataset, aiding precision agriculture pest management.

The durian plantation epiphyte lichen image dataset focuses on enhancing the ability to identify lichens in durian plantation management.

Identify leaf rot disease in durian plantations through a high-quality image dataset.

Explore source code and structured annotations for identity context propagation failures in zero trust systems, and verify the integrity and trustworthiness of information used in access decisions.

Combine virtual experiments across physics domains with simulation readings and physical reasoning to train and evaluate more reliable experiment result verification models.

Train models to check underground mine procedures step by step for sequencing errors, unsuitable support measures, and omitted controls.

Image records and annotation references for wind turbine blade inspection, with metadata to support surface defect recognition.

Evaluate continuous IT configuration monitoring and baseline deviation detection with observations labeled by drift category, severity, and time interval.

Trace kernel code paths and verify privilege boundaries with source samples designed for coding agent analysis.

Build river waste recognition and water pollution monitoring models with annotated UAV aerial imagery.

Image data and linked annotation information for fall recognition and safety behavior monitoring, supporting the development of intelligent visual alerting solutions.

The Bridge Surface Damage Image Segmentation Dataset is used to detect and segment various damages on bridge surfaces.

Analyze access control code and policies across object storage, file storage, and databases to identify cloud permission and data protection risks.

Analyze code behavior around file operations and key management to identify ransomware-like risks and generate practical mitigation guidance.

A high-quality image dataset for detecting leftover areas on cafeteria trays.

The Construction Machinery Noise Pollution Audio Dataset aims to support environmental noise monitoring and control.

Evaluate how accurately models detect cross-module ERP transaction inconsistencies using linked order, shipment, invoice, and payment records with gold-standard labels.

Evaluate accounts payable matching and discrepancy detection across purchase orders, goods receipts, invoices, and payment records.