datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
synthetic-mvtec-ad-defect-detection
Synthetic MVTec AD – Defect Detection Dataset by AnywayLabs.ai
Need a custom synthetic dataset for your own defect detection use case?
This dataset is an open-source sample of our synthetic data generation work at AnywayLabs.
If you're working on:
industrial defect detection
visual inspection
supervised anomaly detection
hard-to-collect defect classes
synthetic data for computer vision training
You can request a custom synthetic dataset here, or email:… See the full description on the dataset page: https://huggingface.co/datasets/anywaylabs/synthetic-mvtec-ad-defect-detection.mvtec_bottle_cls
task_categories:
image
Mvtec bottle cls
Dataset Description
MVTec AD Bottle dataset for anomaly detection using classification.
Overview
Data Type: image
Classes:
Version: 1.0.0
Outputs-Label Schema:
{'name': 'class_label', 'type': 'classification', 'classes': ['good', 'broken_large', 'broken_small', 'contamination'], 'value_range': None, 'required': False}
Data Count in splits:
train: 211
test: 85
mvtec_capsule_cls
task_categories:
image
Mvtec capsule cls
Dataset Description
MVTec AD Capsule dataset for anomaly detection using classification.
Overview
Data Type: image
Classes:
Version: 1.0.0
Outputs-Label Schema:
{'name': 'class_label', 'type': 'classification', 'classes': ['good', 'crack', 'faulty_imprint', 'poke', 'scratch', 'squeeze'], 'value_range': None, 'required': False}
Data Count in splits:
train: 221
test: 134