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why the config in the fine-tuning stage only set the K-shot as 9-shot? #47
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I am not sure if I am getting you correctly or not, I also thought why shot number is 9 since they claimed to finetune their model with 10 shots. |
Hello, why the config in the fine-tuning stage only set the K-shot as 9-shot?
The config is as below:
BASE: "Base-FSOD-C4.yaml"
MODEL:
WEIGHTS: "./output/fsod/R_50_C4_1x/model_final.pth"
MASK_ON: False
RESNETS:
DEPTH: 50
BACKBONE:
FREEZE_AT: 5
DATASETS:
TRAIN: ("coco_2017_train_voc_10_shot",)
TEST: ("coco_2017_val",)
SOLVER:
IMS_PER_BATCH: 4
BASE_LR: 0.001
STEPS: (2000, 3000)
MAX_ITER: 3000
WARMUP_ITERS: 200
INPUT:
FS:
FEW_SHOT: True
SUPPORT_WAY: 2
SUPPORT_SHOT: 9
MIN_SIZE_TRAIN: (440, 472, 504, 536, 568, 600)
MAX_SIZE_TRAIN: 1000
MIN_SIZE_TEST: 600
MAX_SIZE_TEST: 1000
OUTPUT_DIR: './output/fsod/finetune_dir/R_50_C4_1x'
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