datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
TopoSense-Bench
TopoSense-Bench: A Campus-Scale Benchmark for Semantic-Spatial Sensor Scheduling
TopoSense-Bench is a large-scale, rigorous benchmark designed to evaluate Large Language Models (LLMs) and agents on the Semantic-Spatial Sensor Scheduling (S³) problem. It features a realistic digital twin of a university campus equipped with 2,510 cameras and contains 5,250 natural language queries grounded in physical topology.
This dataset is the official benchmark for the ACM MobiCom 2026 paper:… See the full description on the dataset page: https://huggingface.co/datasets/IoT-Brain/TopoSense-Bench.cnc-iot-trading-public
🏭 JHC Datasets & JARVIS AI Model Suite
📋 Description
A high-quality suite of datasets and AI models fine-tuned for CNC programming, IoT/Industrial automation, and Automated PCB DRC Layout Generation.
🎯 Dataset Breakdown & Accessibility
Dataset File
Scope
Status / License
Examples
dataset_cnc_iot_public.jsonl
CNC Multi-dialect, IoT, Systemd, MQTT, Docker
Public / Dual-License
146
dataset_pcb_drc_sample.jsonl
PCB Component Layout… See the full description on the dataset page: https://huggingface.co/datasets/BreyAIrev/cnc-iot-trading-public.persona_iota_trainiot.stackexchange.commascarade-iot-dataset
Ailiance — IoT & Connected Devices Q&A
🇫🇷 Ailiance — curated by Ailiance for production deployment ; co-published with the upstream electron-rare/mascarade-iot-dataset. 🇪🇺 Compatible EU AI Act (Template AI Office, July 2025).
Q&A bilingue (FR/EN) sur l'IoT et les objets connectés : ESP32, Wi-Fi, BLE, LoRaWAN, MQTT, intégration Home Assistant, drivers de capteurs, et gestion d'énergie pour devices battery-powered.
Statistics
Métrique
Valeur
Total… See the full description on the dataset page: https://huggingface.co/datasets/Ailiance-fr/mascarade-iot-dataset.pi5-agricultural-iot-32day
Pi5 Agricultural IoT — 32-Day Continuous Performance Dataset
Dataset Summary
This dataset contains 9,409 system performance records collected from a Raspberry Pi 5 (8 GB) deployed as an edge computing node at an agricultural farm in Biên Hòa, Đồng Nai, Vietnam. The device managed 10 simultaneous IP camera streams, performing real-time RTSP→RTMP transcoding via FFmpeg, orchestrated by 10 independent systemd services.
Data was collected continuously for 32 days (23/03/2026… See the full description on the dataset page: https://huggingface.co/datasets/talab-ai/pi5-agricultural-iot-32day.iota_logs_2.21-alpha-E1280mascarade-iot-dataset
Mascarade — IoT & Connected Devices Q&A
Description
Q&A bilingue (FR/EN) sur l'IoT et les objets connectés : ESP32, Wi-Fi, BLE, LoRaWAN, MQTT, intégration Home Assistant, drivers de capteurs, et gestion d'énergie pour devices battery-powered.
Ce dataset fait partie de la famille Mascarade, un corpus thématique destiné au fine-tuning LoRA de modèles compacts (cible : Gemma-3n-E4B et équivalents) pour des assistants spécialisés en électronique embarquée.
Format : JSONL «… See the full description on the dataset page: https://huggingface.co/datasets/electron-rare/mascarade-iot-dataset.iot.meta.stackexchange.compi5-agricultural-iot-32day
Pi5 Agricultural IoT — 32-Day Continuous Performance Dataset
Dataset Summary
This dataset contains 9,409 system performance records collected from a Raspberry Pi 5 (8 GB) deployed as an edge computing node at an agricultural farm in Biên Hòa, Đồng Nai, Vietnam. The device managed 10 simultaneous IP camera streams, performing real-time RTSP→RTMP transcoding via FFmpeg, orchestrated by 10 independent systemd services.
Data was collected continuously for 32 days (23/03/2026… See the full description on the dataset page: https://huggingface.co/datasets/nmson/pi5-agricultural-iot-32day.IoT_Mash_Up_midiot-sensor-anomalies-fr
🏭 IoT Industrial Sensor Anomalies — French Manufacturing
Description
50,000 synthetic IoT sensor readings from French industrial manufacturing environments, with expert anomaly annotations.
Built by an IoT practitioner with real hardware deployment experience. Data covers 6 sensor types across 50 machines and 4 production lines, with realistic normal behavior and 7 anomaly patterns.
📊 Statistics
Split
Examples
Normal
Anomalies
Train
40… See the full description on the dataset page: https://huggingface.co/datasets/synthlab0/iot-sensor-anomalies-fr.iot_train_datasetIoT_finetune_dataset_08_24_24iot_train_datasettrain_two_class_4773IoT_Mash_Up_08_19_18_08iot-cpt-corpus-cleangodseye-iot-soc