| DATA: | |
| MAX_SAMPLE_INTERVAL: 400 | |
| MEAN: | |
| - 0.485 | |
| - 0.456 | |
| - 0.406 | |
| SEARCH: | |
| CENTER_JITTER: 3.5 | |
| FACTOR: 4.0 | |
| SCALE_JITTER: 0.5 | |
| SIZE: 256 | |
| NUMBER: 4 # 6 | |
| STD: | |
| - 0.229 | |
| - 0.224 | |
| - 0.225 | |
| TEMPLATE: | |
| CENTER_JITTER: 0 | |
| FACTOR: 2.0 | |
| SCALE_JITTER: 0 | |
| SIZE: 128 | |
| NUMBER: 2 | |
| TRAIN: | |
| DATASETS_NAME: | |
| - LASOT | |
| - GOT10K_vottrain | |
| - TRACKINGNET | |
| - VastTrack | |
| - TNL2K_train | |
| - RefCOCO14 # RefCOCO14,COCO17 | |
| - OTB99_train | |
| DATASETS_RATIO: | |
| - 6 | |
| - 6 | |
| - 6 | |
| - 6 | |
| - 6 | |
| - 6 | |
| - 1 | |
| SAMPLE_PER_EPOCH: 25000 | |
| MODEL: | |
| PRETRAIN_FILE: "fast_itpn_large_1600e_1k.pt" # "fast_itpn_base_clipl_e1600.pt" # for backbone | |
| PRETRAINED_PATH: "" | |
| BACKBONE: | |
| TYPE: itpn_large | |
| STRIDE: 16 | |
| HEAD: | |
| TYPE: CENTER | |
| NUM_CHANNELS: 256 | |
| HIDDEN_DIM: 512 | |
| TRAIN: | |
| BACKBONE_MULTIPLIER: 0.1 | |
| DROP_PATH_RATE: 0.1 | |
| BATCH_SIZE: 5 | |
| EPOCH: 150 | |
| GIOU_WEIGHT: 2.0 | |
| L1_WEIGHT: 5.0 | |
| GRAD_CLIP_NORM: 0.1 | |
| LR: 0.0001 | |
| LR_DROP_EPOCH: 120 # 4/5（0.8） | |
| NUM_WORKER: 8 | |
| OPTIMIZER: ADAMW | |
| PRINT_INTERVAL: 50 | |
| SCHEDULER: | |
| TYPE: step | |
| DECAY_RATE: 0.1 | |
| WEIGHT_DECAY: 0.0001 | |
| AMP: False | |
| FIX_BN: true | |
| TEST: | |
| EPOCH: 240 | |
| SEARCH_FACTOR: 4.0 | |
| SEARCH_SIZE: 256 | |
| TEMPLATE_FACTOR: 2.0 | |
| TEMPLATE_SIZE: 128 | |
| WINDOW: true | |
| NUM_TEMPLATES: 2 | |