datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
visa-anomaly-detection
VisA — Visual Anomaly Dataset
Mirror of the VisA (Visual Anomaly) dataset for research use. Staged as a proxy/pretraining
dataset for CoRe's Situational Control paint-inspection work (core-lab/situational-control).
Source
Original repo: https://github.com/amazon-science/spot-diff
Original download: https://amazon-visual-anomaly.s3.us-west-2.amazonaws.com/VisA_20220922.tar
License: CC BY 4.0 (confirmed in the source repo README)
Contents
10,821… See the full description on the dataset page: https://huggingface.co/datasets/imaadd05/visa-anomaly-detection.spark-plug-anomaly-detection
Spark Plug Anomaly Detection
Images of spark plugs for use in visual anomaly detection with Edge Impulse’s FOMO-AD learning block. The model is trained only on normal samples and flags any deviation as an anomaly.
Input: Images (96x96)
Classes: normal (train/test), anomaly (test only)
Use case: Embedded anomaly detection in predictive maintenance
Model trained and demonstrated on Edge Impulse.
Looking for multi-class condition labels?See the companion dataset: Spark Plug… See the full description on the dataset page: https://huggingface.co/datasets/eoinedge/spark-plug-anomaly-detection.cardboard-box-anomaly-detection
📦 Cardboard Box Anomaly Detection
Descrição
Este é um dataset focado na detecção de anomalias em caixas de papelão. Ele é composto por 553 imagens capturadas de 43 caixas distintas (13 consideradas normais e 30 anômalas).
As imagens foram coletadas em múltiplos ambientes (chão e duas esteiras diferentes), utilizando múltiplos ângulos e duas câmeras de celular diferentes.
Exemplos do Dataset
Caixas Normais (good)
Chão (loc-chao)
Esteira 1… See the full description on the dataset page: https://huggingface.co/datasets/Gabriel8/cardboard-box-anomaly-detection.