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DIY Visual inspection Project 1
GitHUB から実務に耐える 検査システムを その1
Project goal
- inspection target detection
- inspection abnormal sport detection
- real time anomaly detection
- save cost due to no developping cost from my company
- Reduce my own cost and release commercail product
Object detection part
main system is used MMdetection
- 社内向けにはデチューン版は投入予定
- 機能を多くけても現場では使えないので、自動化と精度はトレードオフ
Anomaly detection part
- データサンプルの作成が大変
- ログ付きやマークつきなどは大変精度が落ちる
Original method
- I am struggling this project.
- but using training mode is not easy to realize effective accuracy.
- version control is failed. lost some success datas.
human operator finding dead dot trainer
- It is very simple trainer to find LCD defect.
- ドット抜けを目視で発見するテスト（全１０問）
Discussion