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GitHub / eliahuhorwitz / 3D-ADS
Official Implementation for the "Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection" paper.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/eliahuhorwitz%2F3D-ADS
Stars: 63
Forks: 9
Open Issues: 4
License: mit
Language: Python
Repo Size: 790 KB
Dependencies:
14
Created: about 2 years ago
Updated: about 1 year ago
Last pushed: over 1 year ago
Last synced: about 1 year ago
Topics: anomaly-detection, anomaly-segmentation, deep-learning, machine-learning, mvtec-3d-ad, mvtec-ad, point-cloud, pytorch, unsupervised-learning
Files
Dependencies
- Pillow *
- kornia *
- numpy *
- open3d *
- scikit-image *
- scikit-learn *
- scipy *
- sklearn *
- tifffile *
- timm *
- torch *
- torchvision *
- tqdm *
- wget *