| 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 |
|
|
