Update throughput performance metric in README

Add result showcase section to README

Delete WaferDefectProject/Local_Run_Guide.md

Delete WaferDefectProject/SERVER_HANDOVER.md

Delete WaferDefectProject/SERVER_RUNBOOK.md

Delete WaferDefectProject/VSCode_Click_Run_Guide.md

First commit: Wafer Defect Detection System