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OpenFeb 14, 2026
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•Last updated Implementation of full PCB board inspection capabilities extending beyond single-ROI classification.
This milestone introduces tiled board scanning, component type recognition, defect evaluation, CAD reference comparison, and deterministic board-level pass/fail decisions.
Includes support for multi-model evaluation, qualification on real-image datasets, and reproducible inspection reporting suitable for pre-production validation workflows.
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Simple-Sim: Board Detection & Industrial Validation Extension
board-detectionFeatures related to full PCB board inspection, tiling, merging and board-level reportsFeatures related to full PCB board inspection, tiling, merging and board-level reportsenhancementNew feature or requestNew feature or requestgui-board-tabBoard Detection tab implementationBoard Detection tab implementationpriority-mediumImportant but not blockingImportant but not blockingStatus: Open.#8 In arn-c0de/A-AIO-process-optimization-and-training;Simple-Sim: Logical Board Generation With Connected Components and Routed Traces
2d-generation2D synthetic rendering pipeline2D synthetic rendering pipeline3d-generation3D rendering pipeline3D rendering pipelineaoi-validationReal inspection validation against expected PCB assemblyReal inspection validation against expected PCB assemblyboard-detectionFeatures related to full PCB board inspection, tiling, merging and board-level reportsFeatures related to full PCB board inspection, tiling, merging and board-level reportsdataset-generationSynthetic dataset creation, augmentation and deterministic generation logicSynthetic dataset creation, augmentation and deterministic generation logicdetection-modelBounding box or component localization modelsBounding box or component localization modelsenhancementNew feature or requestNew feature or requestmulti-profileMulti-component or multi-profile model behavior and bundlesMulti-component or multi-profile model behavior and bundlesneeds-designSpecification incompleteSpecification incompletepriority-highRequired for next milestoneRequired for next milestoneStatus: Open.#10 In arn-c0de/A-AIO-process-optimization-and-training;