| MODEL: | |
| META_ARCHITECTURE: "CustomRCNN" | |
| MASK_ON: True | |
| PROPOSAL_GENERATOR: | |
| NAME: "CenterNet" | |
| WEIGHTS: "models/resnet50_miil_21k.pkl" | |
| BACKBONE: | |
| NAME: build_p67_timm_fpn_backbone | |
| TIMM: | |
| BASE_NAME: resnet50_in21k | |
| FPN: | |
| IN_FEATURES: ["layer3", "layer4", "layer5"] | |
| PIXEL_MEAN: [123.675, 116.280, 103.530] | |
| PIXEL_STD: [58.395, 57.12, 57.375] | |
| ROI_HEADS: | |
| NAME: DeticCascadeROIHeads | |
| IN_FEATURES: ["p3", "p4", "p5"] | |
| IOU_THRESHOLDS: [0.6] | |
| NUM_CLASSES: 1203 | |
| SCORE_THRESH_TEST: 0.02 | |
| NMS_THRESH_TEST: 0.5 | |
| ROI_BOX_CASCADE_HEAD: | |
| IOUS: [0.6, 0.7, 0.8] | |
| ROI_BOX_HEAD: | |
| NAME: "FastRCNNConvFCHead" | |
| NUM_FC: 2 | |
| POOLER_RESOLUTION: 7 | |
| CLS_AGNOSTIC_BBOX_REG: True | |
| MULT_PROPOSAL_SCORE: True | |
| USE_SIGMOID_CE: True | |
| USE_FED_LOSS: True | |
| ROI_MASK_HEAD: | |
| NAME: "MaskRCNNConvUpsampleHead" | |
| NUM_CONV: 4 | |
| POOLER_RESOLUTION: 14 | |
| CLS_AGNOSTIC_MASK: True | |
| CENTERNET: | |
| NUM_CLASSES: 1203 | |
| REG_WEIGHT: 1. | |
| NOT_NORM_REG: True | |
| ONLY_PROPOSAL: True | |
| WITH_AGN_HM: True | |
| INFERENCE_TH: 0.0001 | |
| PRE_NMS_TOPK_TRAIN: 4000 | |
| POST_NMS_TOPK_TRAIN: 2000 | |
| PRE_NMS_TOPK_TEST: 1000 | |
| POST_NMS_TOPK_TEST: 256 | |
| NMS_TH_TRAIN: 0.9 | |
| NMS_TH_TEST: 0.9 | |
| POS_WEIGHT: 0.5 | |
| NEG_WEIGHT: 0.5 | |
| IGNORE_HIGH_FP: 0.85 | |
| DATASETS: | |
| TRAIN: ("lvis_v1_train",) | |
| TEST: ("lvis_v1_val",) | |
| DATALOADER: | |
| SAMPLER_TRAIN: "RepeatFactorTrainingSampler" | |
| REPEAT_THRESHOLD: 0.001 | |
| NUM_WORKERS: 8 | |
| TEST: | |
| DETECTIONS_PER_IMAGE: 300 | |
| SOLVER: | |
| LR_SCHEDULER_NAME: "WarmupCosineLR" | |
| CHECKPOINT_PERIOD: 1000000000 | |
| WARMUP_ITERS: 10000 | |
| WARMUP_FACTOR: 0.0001 | |
| USE_CUSTOM_SOLVER: True | |
| OPTIMIZER: "ADAMW" | |
| MAX_ITER: 90000 | |
| IMS_PER_BATCH: 64 | |
| BASE_LR: 0.0002 | |
| CLIP_GRADIENTS: | |
| ENABLED: True | |
| INPUT: | |
| FORMAT: RGB | |
| CUSTOM_AUG: EfficientDetResizeCrop | |
| TRAIN_SIZE: 640 | |
| OUTPUT_DIR: "./output/Detic/auto" | |
| EVAL_PROPOSAL_AR: False | |
| VERSION: 2 | |
| FP16: True |