| INPUT: | |
| FORMAT: BGR | |
| MAX_SIZE_TEST: 1600 | |
| MIN_SIZE_TEST: 800 | |
| MODEL: | |
| ANCHOR_GENERATOR: | |
| ANGLES: | |
| - - -90 | |
| - 0 | |
| - 90 | |
| ASPECT_RATIOS: | |
| - - 0.5 | |
| - 1.0 | |
| - 2.0 | |
| NAME: DefaultAnchorGenerator | |
| OFFSET: 0.0 | |
| SIZES: | |
| - - 32 | |
| - 64 | |
| - 128 | |
| - 256 | |
| - 512 | |
| BACKBONE: | |
| ANTI_ALIAS: false | |
| FREEZE_AT: 2 | |
| NAME: build_resnet_fpn_backbone | |
| BASIS_MODULE: | |
| ANN_SET: coco | |
| COMMON_STRIDE: 8 | |
| CONVS_DIM: 128 | |
| IN_FEATURES: | |
| - p3 | |
| - p4 | |
| - p5 | |
| LOSS_ON: false | |
| LOSS_WEIGHT: 0.3 | |
| NAME: ProtoNet | |
| NORM: SyncBN | |
| NUM_BASES: 4 | |
| NUM_CLASSES: 1 | |
| NUM_CONVS: 3 | |
| BATEXT: | |
| CANONICAL_SIZE: 96 | |
| CONV_DIM: 256 | |
| IN_FEATURES: | |
| - p2 | |
| - p3 | |
| - p4 | |
| NUM_CHARS: 25 | |
| NUM_CONV: 2 | |
| POOLER_RESOLUTION: | |
| - 8 | |
| - 32 | |
| POOLER_SCALES: | |
| - 0.25 | |
| - 0.125 | |
| - 0.0625 | |
| RECOGNITION_LOSS: ctc | |
| RECOGNIZER: attn | |
| SAMPLING_RATIO: 1 | |
| VOC_SIZE: 96 | |
| BLENDMASK: | |
| ATTN_SIZE: 14 | |
| BOTTOM_RESOLUTION: 56 | |
| INSTANCE_LOSS_WEIGHT: 1.0 | |
| POOLER_SAMPLING_RATIO: 1 | |
| POOLER_SCALES: | |
| - 0.25 | |
| POOLER_TYPE: ROIAlignV2 | |
| TOP_INTERP: bilinear | |
| VISUALIZE: false | |
| BiFPN: | |
| IN_FEATURES: | |
| - res2 | |
| - res3 | |
| - res4 | |
| - res5 | |
| NORM: '' | |
| NUM_REPEATS: 6 | |
| OUT_CHANNELS: 160 | |
| CONDINST: | |
| MASK_BRANCH: | |
| CHANNELS: 128 | |
| IN_FEATURES: | |
| - p3 | |
| - p4 | |
| - p5 | |
| NORM: BN | |
| NUM_CONVS: 4 | |
| OUT_CHANNELS: 8 | |
| SEMANTIC_LOSS_ON: false | |
| MASK_HEAD: | |
| CHANNELS: 8 | |
| DISABLE_REL_COORDS: false | |
| NUM_LAYERS: 3 | |
| USE_FP16: false | |
| MASK_OUT_STRIDE: 4 | |
| MAX_PROPOSALS: -1 | |
| DEVICE: cuda | |
| DLA: | |
| CONV_BODY: DLA34 | |
| NORM: FrozenBN | |
| OUT_FEATURES: | |
| - stage2 | |
| - stage3 | |
| - stage4 | |
| - stage5 | |
| FCOS: | |
| CENTER_SAMPLE: true | |
| FPN_STRIDES: | |
| - 8 | |
| - 16 | |
| - 32 | |
| - 64 | |
| - 128 | |
| INFERENCE_TH_TEST: 0.05 | |
| INFERENCE_TH_TRAIN: 0.05 | |
| IN_FEATURES: | |
| - p3 | |
| - p4 | |
| - p5 | |
| - p6 | |
| - p7 | |
| LOC_LOSS_TYPE: giou | |
| LOSS_ALPHA: 0.25 | |
| LOSS_GAMMA: 2.0 | |
| NMS_TH: 0.6 | |
| NORM: GN | |
| NUM_BOX_CONVS: 4 | |
| NUM_CLASSES: 1 | |
| NUM_CLS_CONVS: 4 | |
| NUM_SHARE_CONVS: 0 | |
| POST_NMS_TOPK_TEST: 100 | |
| POST_NMS_TOPK_TRAIN: 100 | |
| POS_RADIUS: 1.5 | |
| PRE_NMS_TOPK_TEST: 1000 | |
| PRE_NMS_TOPK_TRAIN: 1000 | |
| PRIOR_PROB: 0.01 | |
| SIZES_OF_INTEREST: | |
| - 64 | |
| - 128 | |
| - 256 | |
| - 512 | |
| THRESH_WITH_CTR: false | |
| TOP_LEVELS: 2 | |
| USE_DEFORMABLE: false | |
| USE_RELU: true | |
| USE_SCALE: true | |
| YIELD_PROPOSAL: false | |
| FPN: | |
| FUSE_TYPE: sum | |
| IN_FEATURES: | |
| - res2 | |
| - res3 | |
| - res4 | |
| - res5 | |
| NORM: '' | |
| OUT_CHANNELS: 256 | |
| KEYPOINT_ON: false | |
| LOAD_PROPOSALS: false | |
| MASK_ON: true | |
| MEInst: | |
| AGNOSTIC: true | |
| CENTER_SAMPLE: true | |
| DIM_MASK: 60 | |
| FLAG_PARAMETERS: false | |
| FPN_STRIDES: | |
| - 8 | |
| - 16 | |
| - 32 | |
| - 64 | |
| - 128 | |
| GCN_KERNEL_SIZE: 9 | |
| INFERENCE_TH_TEST: 0.05 | |
| INFERENCE_TH_TRAIN: 0.05 | |
| IN_FEATURES: | |
| - p3 | |
| - p4 | |
| - p5 | |
| - p6 | |
| - p7 | |
| IOU_LABELS: | |
| - 0 | |
| - 1 | |
| IOU_THRESHOLDS: | |
| - 0.5 | |
| LAST_DEFORMABLE: false | |
| LOC_LOSS_TYPE: giou | |
| LOSS_ALPHA: 0.25 | |
| LOSS_GAMMA: 2.0 | |
| LOSS_ON_MASK: false | |
| MASK_LOSS_TYPE: mse | |
| MASK_ON: true | |
| MASK_SIZE: 28 | |
| NMS_TH: 0.6 | |
| NORM: GN | |
| NUM_BOX_CONVS: 4 | |
| NUM_CLASSES: 1 | |
| NUM_CLS_CONVS: 4 | |
| NUM_MASK_CONVS: 4 | |
| NUM_SHARE_CONVS: 0 | |
| PATH_COMPONENTS: datasets/coco/components/coco_2017_train_class_agnosticTrue_whitenTrue_sigmoidTrue_60.npz | |
| POST_NMS_TOPK_TEST: 100 | |
| POST_NMS_TOPK_TRAIN: 100 | |
| POS_RADIUS: 1.5 | |
| PRE_NMS_TOPK_TEST: 1000 | |
| PRE_NMS_TOPK_TRAIN: 1000 | |
| PRIOR_PROB: 0.01 | |
| SIGMOID: true | |
| SIZES_OF_INTEREST: | |
| - 64 | |
| - 128 | |
| - 256 | |
| - 512 | |
| THRESH_WITH_CTR: false | |
| TOP_LEVELS: 2 | |
| TYPE_DEFORMABLE: DCNv1 | |
| USE_DEFORMABLE: false | |
| USE_GCN_IN_MASK: false | |
| USE_RELU: true | |
| USE_SCALE: true | |
| WHITEN: true | |
| META_ARCHITECTURE: SOLOv2 | |
| MOBILENET: false | |
| PANOPTIC_FPN: | |
| COMBINE: | |
| ENABLED: true | |
| INSTANCES_CONFIDENCE_THRESH: 0.5 | |
| OVERLAP_THRESH: 0.5 | |
| STUFF_AREA_LIMIT: 4096 | |
| INSTANCE_LOSS_WEIGHT: 1.0 | |
| PIXEL_MEAN: | |
| - 103.53 | |
| - 116.28 | |
| - 123.675 | |
| PIXEL_STD: | |
| - 1.0 | |
| - 1.0 | |
| - 1.0 | |
| PROPOSAL_GENERATOR: | |
| MIN_SIZE: 0 | |
| NAME: RPN | |
| RESNETS: | |
| DEFORM_INTERVAL: 1 | |
| DEFORM_MODULATED: false | |
| DEFORM_NUM_GROUPS: 1 | |
| DEFORM_ON_PER_STAGE: | |
| - false | |
| - false | |
| - false | |
| - false | |
| DEPTH: 101 | |
| NORM: FrozenBN | |
| NUM_GROUPS: 1 | |
| OUT_FEATURES: | |
| - res2 | |
| - res3 | |
| - res4 | |
| - res5 | |
| RES2_OUT_CHANNELS: 256 | |
| RES5_DILATION: 1 | |
| STEM_OUT_CHANNELS: 64 | |
| STRIDE_IN_1X1: true | |
| WIDTH_PER_GROUP: 64 | |
| RETINANET: | |
| BBOX_REG_LOSS_TYPE: smooth_l1 | |
| BBOX_REG_WEIGHTS: | |
| - 1.0 | |
| - 1.0 | |
| - 1.0 | |
| - 1.0 | |
| FOCAL_LOSS_ALPHA: 0.25 | |
| FOCAL_LOSS_GAMMA: 2.0 | |
| IN_FEATURES: | |
| - p3 | |
| - p4 | |
| - p5 | |
| - p6 | |
| - p7 | |
| IOU_LABELS: | |
| - 0 | |
| - -1 | |
| - 1 | |
| IOU_THRESHOLDS: | |
| - 0.4 | |
| - 0.5 | |
| NMS_THRESH_TEST: 0.5 | |
| NORM: '' | |
| NUM_CLASSES: 1 | |
| NUM_CONVS: 4 | |
| PRIOR_PROB: 0.01 | |
| SCORE_THRESH_TEST: 0.05 | |
| SMOOTH_L1_LOSS_BETA: 0.1 | |
| TOPK_CANDIDATES_TEST: 1000 | |
| ROI_BOX_CASCADE_HEAD: | |
| BBOX_REG_WEIGHTS: | |
| - - 10.0 | |
| - 10.0 | |
| - 5.0 | |
| - 5.0 | |
| - - 20.0 | |
| - 20.0 | |
| - 10.0 | |
| - 10.0 | |
| - - 30.0 | |
| - 30.0 | |
| - 15.0 | |
| - 15.0 | |
| IOUS: | |
| - 0.5 | |
| - 0.6 | |
| - 0.7 | |
| ROI_BOX_HEAD: | |
| BBOX_REG_LOSS_TYPE: smooth_l1 | |
| BBOX_REG_LOSS_WEIGHT: 1.0 | |
| BBOX_REG_WEIGHTS: | |
| - 10.0 | |
| - 10.0 | |
| - 5.0 | |
| - 5.0 | |
| CLS_AGNOSTIC_BBOX_REG: false | |
| CONV_DIM: 256 | |
| FC_DIM: 1024 | |
| NAME: '' | |
| NORM: '' | |
| NUM_CONV: 0 | |
| NUM_FC: 0 | |
| POOLER_RESOLUTION: 14 | |
| POOLER_SAMPLING_RATIO: 0 | |
| POOLER_TYPE: ROIAlignV2 | |
| SMOOTH_L1_BETA: 0.0 | |
| TRAIN_ON_PRED_BOXES: false | |
| ROI_HEADS: | |
| BATCH_SIZE_PER_IMAGE: 512 | |
| IN_FEATURES: | |
| - res4 | |
| IOU_LABELS: | |
| - 0 | |
| - 1 | |
| IOU_THRESHOLDS: | |
| - 0.5 | |
| NAME: Res5ROIHeads | |
| NMS_THRESH_TEST: 0.5 | |
| NUM_CLASSES: 1 | |
| POSITIVE_FRACTION: 0.25 | |
| PROPOSAL_APPEND_GT: true | |
| SCORE_THRESH_TEST: 0.05 | |
| ROI_KEYPOINT_HEAD: | |
| CONV_DIMS: | |
| - 512 | |
| - 512 | |
| - 512 | |
| - 512 | |
| - 512 | |
| - 512 | |
| - 512 | |
| - 512 | |
| LOSS_WEIGHT: 1.0 | |
| MIN_KEYPOINTS_PER_IMAGE: 1 | |
| NAME: KRCNNConvDeconvUpsampleHead | |
| NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: true | |
| NUM_KEYPOINTS: 17 | |
| POOLER_RESOLUTION: 14 | |
| POOLER_SAMPLING_RATIO: 0 | |
| POOLER_TYPE: ROIAlignV2 | |
| ROI_MASK_HEAD: | |
| CLS_AGNOSTIC_MASK: false | |
| CONV_DIM: 256 | |
| NAME: MaskRCNNConvUpsampleHead | |
| NORM: '' | |
| NUM_CONV: 0 | |
| POOLER_RESOLUTION: 14 | |
| POOLER_SAMPLING_RATIO: 0 | |
| POOLER_TYPE: ROIAlignV2 | |
| RPN: | |
| BATCH_SIZE_PER_IMAGE: 256 | |
| BBOX_REG_LOSS_TYPE: smooth_l1 | |
| BBOX_REG_LOSS_WEIGHT: 1.0 | |
| BBOX_REG_WEIGHTS: | |
| - 1.0 | |
| - 1.0 | |
| - 1.0 | |
| - 1.0 | |
| BOUNDARY_THRESH: -1 | |
| HEAD_NAME: StandardRPNHead | |
| IN_FEATURES: | |
| - res4 | |
| IOU_LABELS: | |
| - 0 | |
| - -1 | |
| - 1 | |
| IOU_THRESHOLDS: | |
| - 0.3 | |
| - 0.7 | |
| LOSS_WEIGHT: 1.0 | |
| NMS_THRESH: 0.7 | |
| POSITIVE_FRACTION: 0.5 | |
| POST_NMS_TOPK_TEST: 1000 | |
| POST_NMS_TOPK_TRAIN: 2000 | |
| PRE_NMS_TOPK_TEST: 6000 | |
| PRE_NMS_TOPK_TRAIN: 12000 | |
| SMOOTH_L1_BETA: 0.0 | |
| SEM_SEG_HEAD: | |
| COMMON_STRIDE: 4 | |
| CONVS_DIM: 128 | |
| IGNORE_VALUE: 255 | |
| IN_FEATURES: | |
| - p2 | |
| - p3 | |
| - p4 | |
| - p5 | |
| LOSS_WEIGHT: 1.0 | |
| NAME: SemSegFPNHead | |
| NORM: GN | |
| NUM_CLASSES: 1 | |
| SOLOV2: | |
| FPN_INSTANCE_STRIDES: | |
| - 8 | |
| - 8 | |
| - 16 | |
| - 32 | |
| - 32 | |
| FPN_SCALE_RANGES: | |
| - - 1 | |
| - 96 | |
| - - 48 | |
| - 192 | |
| - - 96 | |
| - 384 | |
| - - 192 | |
| - 768 | |
| - - 384 | |
| - 2048 | |
| INSTANCE_CHANNELS: 512 | |
| INSTANCE_IN_CHANNELS: 256 | |
| INSTANCE_IN_FEATURES: | |
| - p2 | |
| - p3 | |
| - p4 | |
| - p5 | |
| - p6 | |
| LOSS: | |
| DICE_WEIGHT: 3.0 | |
| FOCAL_ALPHA: 0.25 | |
| FOCAL_GAMMA: 2.0 | |
| FOCAL_USE_SIGMOID: true | |
| FOCAL_WEIGHT: 1.0 | |
| MASK_CHANNELS: 128 | |
| MASK_IN_CHANNELS: 256 | |
| MASK_IN_FEATURES: | |
| - p2 | |
| - p3 | |
| - p4 | |
| - p5 | |
| MASK_THR: 0.5 | |
| MAX_PER_IMG: 100 | |
| NMS_KERNEL: gaussian | |
| NMS_PRE: 500 | |
| NMS_SIGMA: 2 | |
| NMS_TYPE: mask | |
| NORM: GN | |
| NUM_CLASSES: 1 | |
| NUM_GRIDS: | |
| - 40 | |
| - 36 | |
| - 24 | |
| - 16 | |
| - 12 | |
| NUM_INSTANCE_CONVS: 4 | |
| NUM_KERNELS: 256 | |
| NUM_MASKS: 256 | |
| PRIOR_PROB: 0.01 | |
| SCORE_THR: 0.1 | |
| SIGMA: 0.2 | |
| TYPE_DCN: DCN | |
| UPDATE_THR: 0.05 | |
| USE_COORD_CONV: true | |
| USE_DCN_IN_INSTANCE: false | |
| TOP_MODULE: | |
| DIM: 16 | |
| NAME: conv | |
| VOVNET: | |
| BACKBONE_OUT_CHANNELS: 256 | |
| CONV_BODY: V-39-eSE | |
| NORM: FrozenBN | |
| OUT_CHANNELS: 256 | |
| OUT_FEATURES: | |
| - stage2 | |
| - stage3 | |
| - stage4 | |
| - stage5 | |
| WEIGHTS: SOLOv2.pth | |
| VERSION: 2 | |