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_BASE_: "Base-RCNN-FPN.yaml" | |
MODEL: | |
META_ARCHITECTURE: "GeneralizedRCNN" | |
WEIGHTS: "model_final.pth" | |
#WEIGHTS: "./data/SPEED-Detection/faster-rcnn/vanilla/random_seed_0/model_final.pth" | |
MASK_ON: False | |
RESNETS: | |
DEPTH: 50 | |
ROI_HEADS: | |
NAME: "StandardROIHeads" | |
NUM_CLASSES: 9 | |
# INPUT: | |
# MIN_SIZE_TRAIN: (480, 512, 544, 576, 608, 640, 672, 704, 736, 768, 800) | |
# MIN_SIZE_TEST: 800 | |
DATASETS: | |
TRAIN: ('speed_custom_train',) | |
TEST: ('speed_custom_val',) | |
SOLVER: | |
IMS_PER_BATCH: 18 | |
BASE_LR: 0.01 | |
STEPS: (2800, 3700) | |
MAX_ITER: 4200 | |
WARMUP_ITERS: 50 | |
CHECKPOINT_PERIOD : 2100 | |
TEST: | |
EVAL_PERIOD: 1000 | |