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2021-09-15 11:33:58 +08:00

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MODEL:
NUM_CLASSES: 21
BACKBONE:
OUT_CHANNELS: (512, 1024, 512, 256, 256, 256, 256)
PRIORS:
FEATURE_MAPS: [64, 32, 16, 8, 4, 2, 1]
STRIDES: [8, 16, 32, 64, 128, 256, 512]
MIN_SIZES: [35.84, 76.8, 153.6, 230.4, 307.2, 384.0, 460.8]
MAX_SIZES: [76.8, 153.6, 230.4, 307.2, 384.0, 460.8, 537.65]
ASPECT_RATIOS: [[2], [2, 3], [2, 3], [2, 3], [2, 3], [2], [2]]
BOXES_PER_LOCATION: [4, 6, 6, 6, 6, 4, 4]
INPUT:
IMAGE_SIZE: 512
DATASETS:
#TRAIN: ("voc_2007_birdtrain", "voc_2007_birdval")
#TRAIN: ("voc_2007_trainval", )
#TEST: ("voc_2007_test", )
#TEST: ("vocbird_2019_test", )
TRAIN: ("voc_3_train",)
TEST: ("voc_3_test", )
INF: ("inference_hatcher",)
SOLVER:
MAX_ITER: 175000
LR_STEPS: [80000, 100000]
GAMMA: 0.1
BATCH_SIZE: 16
LR: 1e-5
#1e-3
OUTPUT_DIR: '/data1/Hatcher/model/data_MPKFNet/weigth/detection/vgg_ssd512_voc0712VOC3/'