NobuoTsukamoto/anomaly_detection_examples

Anomaly detection examples

About

Install

Required

• Anomalib - Getting Started
• OpenCV

Optional

• Intel RealSense SDK 2.0

Dataset

datasets/datasets.zip

	Normal	Abnormal
Ice pop
Donuts

Annotation

python tools/annotation_tool.py

Train

python anomalib/tools/train.py --config .\configs\ice_pop_patchcore_config.yaml

Inference by RealSense camera

python inferencers/anomaly_detection_torch_camera.py \
  --weight=results/patchcore/ice_pop/run/weights/torch/model.pt"

Convert TensorFlow Lite model and run inference.

• Anomaly detection with TensorFlow Lite.

Reference

• Anomalib
• onn2tf