This package contains exactly six locked-protocol baseline jobs: RT-DETR, Faster R-CNN R50-FPN, and SSDLite320-MobileNetV3-Large, each trained once on bright (DB) and raw dark (DL) LOD images. The six notebooks are in notebooks/. Attach this directory as a Kaggle dataset, attach the LOD image dataset, edit only the first notebook cell, and choose Run All. Each run verifies the paired 1647/183/400 split, smoke-tests model/loss/backward/checkpoint reload, trains for 50 epochs, selects solely on the matching-domain validation mAP50-95, evaluates the required locked test sets, and emits detectorresults.zip. All jobs use zero-based source labels for the eight frozen classes: car, motorbike…