_BASE_: "../Base-RCNN-C4.yaml" MODEL: WEIGHTS: "detectron2://ImageNetPretrained/MSRA/R-50.pkl" MASK_ON: False RESNETS: DEPTH: 50 ROI_HEADS: NUM_CLASSES: 21 # 0-19 Known class; 20 -> Unknown; 21 -> Background. # NUM_CLASSES: 20 INPUT: MIN_SIZE_TRAIN: (480, 512, 544, 576, 608, 640, 672, 704, 736, 768, 800) MIN_SIZE_TEST: 800 DATASETS: TRAIN: ('voc_2007_trainval', 'voc_2012_trainval') TEST: ('voc_2007_test',) SOLVER: STEPS: (12000, 16000) MAX_ITER: 18000 # 17.4 epochs WARMUP_ITERS: 100 OUTPUT_DIR: "./output/al_threshold" OWOD: ENABLE_THRESHOLD_AUTOLABEL_UNK: True NUM_UNK_PER_IMAGE: 1 ENABLE_UNCERTAINITY_AUTOLABEL_UNK: False ENABLE_CLUSTERING: False