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# ----------------------------------------------------------------------------- | |
# Train a Faster R-CNN with R50-C4 backbone on VOC07+12 detection with any of | |
# these weight init: random, imagenet (torchvision), virtex or MoCo. | |
# ----------------------------------------------------------------------------- | |
_BASE_: "_base_faster_rcnn_R_50_C4_BN.yaml" | |
DATASETS: | |
TRAIN: ("voc_2007_trainval", "voc_2012_trainval") | |
TEST: ("voc_2007_test",) | |
INPUT: | |
MIN_SIZE_TRAIN: (480, 512, 544, 576, 608, 640, 672, 704, 736, 768, 800) | |
MIN_SIZE_TEST: 800 | |
MODEL: | |
MASK_ON: False | |
ROI_HEADS: | |
NUM_CLASSES: 20 | |
# This will be ignored, weights will be loaded manually in the script. | |
WEIGHTS: "" | |
SOLVER: | |
STEPS: (18000, 22000) | |
MAX_ITER: 24000 | |
WARMUP_ITERS: 100 | |
VERSION: 2 | |