| MODEL: | |
| META_ARCHITECTURE: "Detr" | |
| WEIGHTS: "detectron2://ImageNetPretrained/torchvision/R-50.pkl" | |
| PIXEL_MEAN: [123.675, 116.280, 103.530] | |
| PIXEL_STD: [58.395, 57.120, 57.375] | |
| MASK_ON: False | |
| RESNETS: | |
| DEPTH: 50 | |
| STRIDE_IN_1X1: False | |
| OUT_FEATURES: ["res2", "res3", "res4", "res5"] | |
| DETR: | |
| GIOU_WEIGHT: 2.0 | |
| L1_WEIGHT: 5.0 | |
| NUM_OBJECT_QUERIES: 100 | |
| DATASETS: | |
| TRAIN: ("coco_2017_train",) | |
| TEST: ("coco_2017_val",) | |
| SOLVER: | |
| IMS_PER_BATCH: 64 | |
| BASE_LR: 0.0001 | |
| STEPS: (369600,) | |
| MAX_ITER: 554400 | |
| WARMUP_FACTOR: 1.0 | |
| WARMUP_ITERS: 10 | |
| WEIGHT_DECAY: 0.0001 | |
| OPTIMIZER: "ADAMW" | |
| BACKBONE_MULTIPLIER: 0.1 | |
| CLIP_GRADIENTS: | |
| ENABLED: True | |
| CLIP_TYPE: "full_model" | |
| CLIP_VALUE: 0.01 | |
| NORM_TYPE: 2.0 | |
| INPUT: | |
| MIN_SIZE_TRAIN: (480, 512, 544, 576, 608, 640, 672, 704, 736, 768, 800) | |
| CROP: | |
| ENABLED: True | |
| TYPE: "absolute_range" | |
| SIZE: (384, 600) | |
| FORMAT: "RGB" | |
| TEST: | |
| EVAL_PERIOD: 4000 | |
| DATALOADER: | |
| FILTER_EMPTY_ANNOTATIONS: False | |
| NUM_WORKERS: 4 | |
| VERSION: 2 | |