anomalydino

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DoMaLi94 / industrial-image-anomaly-detection

Zero and few-shot industrial image anomaly detection framework comparing AnomalyDINO & MuSc models across MVTec AD, BTAD, and ViSA datasets with MLflow tracking and flexible configuration.

computer-vision pytorch hydra zero-shot-learning anomaly-detection musc defect-detection few-shot-learning industrial-ai mlflow anomalydino

Updated Jul 13, 2025
Jupyter Notebook

SomethingObvious / JWSTDetector

Star

Unsupervised anomaly detection for James Webb Space Telescope (JWST) images. It tiles MIRI and NIRCam FITS mosaics, embeds them with DINOv3 or DINOv2, and ranks tiles by patch distance (AnomalyDINO) to surface odd galaxies and artifacts without labels.

computer-vision astronomy pytorch astrophysics galaxies outlier-detection unsupervised-learning astronomical-images jwst nircam fits anomaly-detection miri self-supervised-learning vision-transformer dinov2 anomalydino dinov3 james-webb-space-telescope

Updated Oct 1, 2026
Python

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