Labels

2D synthetic rendering pipeline

3D rendering pipeline

Real inspection validation against expected PCB assembly

Migration tools and legacy dataset support

Cannot proceed due to dependency

Features related to full PCB board inspection, tiling, merging and board-level reports

Something isn't working

Resolving correct checkpoint from model bundles

Matching detected components with Pick&Place/ODB++/IPC design data

Fiducial alignment, distortion correction and mm conversion

Predicting component type/profile instead of only defect state

Synthetic dataset creation, augmentation and deterministic generation logic

Pass/Fail/Review rules and inspection thresholds

Component condition classification (OK/MISSING/MISALIGNED/TOMBSTONE etc.)

Bounding box or component localization models

Improvements or additions to documentation

Production stability tracking and distribution shift detection

This issue or pull request already exists

New feature or request

Accuracy, recall, FN rate, AOI metrics and reports

Good for newcomers

General GUI functionality

Board Detection tab implementation

Extra attention is needed

External dataset, CAD or result file handling

This doesn't seem right

Inference pipeline, prediction helpers and runtime execution

Training logic, loss functions, optimizers and training scripts

Multi-component or multi-profile model behavior and bundles

Joint identity + defect prediction architectures