metadata
license: mit
tags:
- anomaly-detection
- quality-control
- computer-vision
- efficientad
EfficientAD - Bottle Inspection Model
Production-ready anomaly detection model for bottle quality inspection.
Model Details
- Dataset: MVTec AD - Bottle
- Architecture: EfficientAD (Medium)
- Accuracy: 90.0%
- Inference Time: ~300-500ms
Defect Types Detected
- Broken (large)
- Broken (small)
- Contamination
Usage
from huggingface_hub import hf_hub_download
import torch
# Download model weights
teacher = hf_hub_download(repo_id="MSherbinii/efficientad-bottle", filename="teacher_final.pth")
student = hf_hub_download(repo_id="MSherbinii/efficientad-bottle", filename="student_final.pth")
autoencoder = hf_hub_download(repo_id="MSherbinii/efficientad-bottle", filename="autoencoder_final.pth")
Live Demo
Try it at: https://msherbinii-lumina-ai-detection.hf.space
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Industrial AI quality control system.