| MODEL: | |
| META_ARCHITECTURE: "CenterNetDetector" | |
| PROPOSAL_GENERATOR: | |
| NAME: "CenterNet" | |
| BACKBONE: | |
| NAME: "build_p67_resnet_fpn_backbone" | |
| WEIGHTS: "detectron2://ImageNetPretrained/MSRA/R-50.pkl" | |
| RESNETS: | |
| DEPTH: 50 | |
| OUT_FEATURES: ["res3", "res4", "res5"] | |
| FPN: | |
| IN_FEATURES: ["res3", "res4", "res5"] | |
| DATASETS: | |
| TRAIN: ("coco_2017_train",) | |
| TEST: ("coco_2017_val",) | |
| SOLVER: | |
| IMS_PER_BATCH: 16 | |
| BASE_LR: 0.01 | |
| STEPS: (60000, 80000) | |
| MAX_ITER: 90000 | |
| CHECKPOINT_PERIOD: 1000000000 | |
| WARMUP_ITERS: 4000 | |
| WARMUP_FACTOR: 0.00025 | |
| CLIP_GRADIENTS: | |
| ENABLED: True | |
| INPUT: | |
| MIN_SIZE_TRAIN: (640, 672, 704, 736, 768, 800) | |
| OUTPUT_DIR: "./output/CenterNet2/auto" | |