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DIY Visual inspection Project 2nd
GitHUB から実務に耐える 検査システムを その2
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
relative my articles
Chnaging detection tools
- Using each detection system so helpful for ne.
New concept
All in one system
- but it is used well-known models
- Because I am novice engineer haha.
- nobody can take over and maintain it.
Matching object detection and anomaly detection models
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RCNN,YOLO,Patchcore and more...
My simple system proto type2 launched
Sorry, I cannot upload it now due to my company use
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If I will brush up accuracy and UI, I will release it.
example
- target is black board.
- To avoid miss detection
- Realize object detection and anomaly detection function
Detection image photos
- Yes! detection system ignore non target.
detected defective area on the board
- It is not perfect but detect abnormal area! Yeah!
Next step
- revise the function , UI and flexibility
- contributing this system in necessary inspection line.
Discussion