OpenMMLab Detection Toolbox and Benchmark
https://mmdetection.readthedocs.io/
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359 lines
12 KiB
359 lines
12 KiB
# Copyright (c) OpenMMLab. All rights reserved. |
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# yapf: disable |
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atss = dict( |
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config='configs/atss/atss_r50_fpn_1x_coco.py', |
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checkpoint='atss_r50_fpn_1x_coco_20200209-985f7bd0.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=39.4), |
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) |
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autoassign = dict( |
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config='configs/autoassign/autoassign_r50_fpn_8x2_1x_coco.py', |
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checkpoint='auto_assign_r50_fpn_1x_coco_20210413_115540-5e17991f.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=40.4), |
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) |
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carafe = dict( |
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config='configs/carafe/faster_rcnn_r50_fpn_carafe_1x_coco.py', |
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checkpoint='faster_rcnn_r50_fpn_carafe_1x_coco_bbox_mAP-0.386_20200504_175733-385a75b7.pth', # noqa |
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eval='bbox', |
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metric=dict(bbox_mAP=38.6), |
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) |
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cascade_rcnn = [ |
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dict( |
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config='configs/cascade_rcnn/cascade_rcnn_r50_fpn_1x_coco.py', |
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checkpoint='cascade_rcnn_r50_fpn_1x_coco_20200316-3dc56deb.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=40.3), |
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), |
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dict( |
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config='configs/cascade_rcnn/cascade_mask_rcnn_r50_fpn_1x_coco.py', |
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checkpoint='cascade_mask_rcnn_r50_fpn_1x_coco_20200203-9d4dcb24.pth', |
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eval=['bbox', 'segm'], |
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metric=dict(bbox_mAP=41.2, segm_mAP=35.9), |
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), |
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] |
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cascade_rpn = dict( |
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config='configs/cascade_rpn/crpn_faster_rcnn_r50_caffe_fpn_1x_coco.py', |
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checkpoint='crpn_faster_rcnn_r50_caffe_fpn_1x_coco-c8283cca.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=40.4), |
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) |
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centripetalnet = dict( |
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config='configs/centripetalnet/centripetalnet_hourglass104_mstest_16x6_210e_coco.py', # noqa |
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checkpoint='centripetalnet_hourglass104_mstest_16x6_210e_coco_20200915_204804-3ccc61e5.pth', # noqa |
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eval='bbox', |
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metric=dict(bbox_mAP=44.7), |
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) |
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cornernet = dict( |
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config='configs/cornernet/cornernet_hourglass104_mstest_8x6_210e_coco.py', |
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checkpoint='cornernet_hourglass104_mstest_8x6_210e_coco_20200825_150618-79b44c30.pth', # noqa |
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eval='bbox', |
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metric=dict(bbox_mAP=41.2), |
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) |
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dcn = dict( |
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config='configs/dcn/faster_rcnn_r50_fpn_dconv_c3-c5_1x_coco.py', |
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checkpoint='faster_rcnn_r50_fpn_dconv_c3-c5_1x_coco_20200130-d68aed1e.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=41.3), |
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) |
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deformable_detr = dict( |
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config='configs/deformable_detr/deformable_detr_r50_16x2_50e_coco.py', |
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checkpoint='deformable_detr_r50_16x2_50e_coco_20210419_220030-a12b9512.pth', # noqa |
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eval='bbox', |
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metric=dict(bbox_mAP=44.5), |
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) |
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detectors = dict( |
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config='configs/detectors/detectors_htc_r50_1x_coco.py', |
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checkpoint='detectors_htc_r50_1x_coco-329b1453.pth', |
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eval=['bbox', 'segm'], |
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metric=dict(bbox_mAP=49.1, segm_mAP=42.6), |
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) |
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detr = dict( |
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config='configs/detr/detr_r50_8x2_150e_coco.py', |
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checkpoint='detr_r50_8x2_150e_coco_20201130_194835-2c4b8974.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=40.1), |
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) |
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double_heads = dict( |
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config='configs/double_heads/dh_faster_rcnn_r50_fpn_1x_coco.py', |
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checkpoint='dh_faster_rcnn_r50_fpn_1x_coco_20200130-586b67df.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=40.0), |
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) |
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dynamic_rcnn = dict( |
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config='configs/dynamic_rcnn/dynamic_rcnn_r50_fpn_1x_coco.py', |
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checkpoint='dynamic_rcnn_r50_fpn_1x-62a3f276.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=38.9), |
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) |
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empirical_attention = dict( |
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config='configs/empirical_attention/faster_rcnn_r50_fpn_attention_1111_1x_coco.py', # noqa |
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checkpoint='faster_rcnn_r50_fpn_attention_1111_1x_coco_20200130-403cccba.pth', # noqa |
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eval='bbox', |
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metric=dict(bbox_mAP=40.0), |
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) |
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faster_rcnn = dict( |
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config='configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.py', |
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checkpoint='faster_rcnn_r50_fpn_1x_coco_20200130-047c8118.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=37.4), |
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) |
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fcos = dict( |
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config='configs/fcos/fcos_center-normbbox-centeronreg-giou_r50_caffe_fpn_gn-head_1x_coco.py', # noqa |
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checkpoint='fcos_center-normbbox-centeronreg-giou_r50_caffe_fpn_gn-head_1x_coco-0a0d75a8.pth', # noqa |
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eval='bbox', |
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metric=dict(bbox_mAP=38.7), |
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) |
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foveabox = dict( |
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config='configs/foveabox/fovea_align_r50_fpn_gn-head_4x4_2x_coco.py', |
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checkpoint='fovea_align_r50_fpn_gn-head_4x4_2x_coco_20200203-8987880d.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=37.9), |
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) |
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free_anchor = dict( |
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config='configs/free_anchor/retinanet_free_anchor_r50_fpn_1x_coco.py', |
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checkpoint='retinanet_free_anchor_r50_fpn_1x_coco_20200130-0f67375f.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=38.7), |
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) |
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fsaf = dict( |
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config='configs/fsaf/fsaf_r50_fpn_1x_coco.py', |
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checkpoint='fsaf_r50_fpn_1x_coco-94ccc51f.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=37.4), |
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) |
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gcnet = dict( |
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config='configs/gcnet/mask_rcnn_r50_fpn_syncbn-backbone_r16_gcb_c3-c5_1x_coco.py', # noqa |
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checkpoint='mask_rcnn_r50_fpn_syncbn-backbone_r16_gcb_c3-c5_1x_coco_20200202-587b99aa.pth', # noqa |
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eval=['bbox', 'segm'], |
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metric=dict(bbox_mAP=40.4, segm_mAP=36.2), |
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) |
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gfl = dict( |
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config='configs/gfl/gfl_r50_fpn_1x_coco.py', |
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checkpoint='gfl_r50_fpn_1x_coco_20200629_121244-25944287.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=40.2), |
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) |
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gn = dict( |
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config='configs/gn/mask_rcnn_r50_fpn_gn-all_2x_coco.py', |
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checkpoint='mask_rcnn_r50_fpn_gn-all_2x_coco_20200206-8eee02a6.pth', |
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eval=['bbox', 'segm'], |
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metric=dict(bbox_mAP=40.1, segm_mAP=36.4), |
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) |
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gn_ws = dict( |
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config='configs/gn+ws/faster_rcnn_r50_fpn_gn_ws-all_1x_coco.py', |
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checkpoint='faster_rcnn_r50_fpn_gn_ws-all_1x_coco_20200130-613d9fe2.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=39.7), |
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) |
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grid_rcnn = dict( |
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config='configs/grid_rcnn/grid_rcnn_r50_fpn_gn-head_2x_coco.py', |
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checkpoint='grid_rcnn_r50_fpn_gn-head_2x_coco_20200130-6cca8223.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=40.4), |
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) |
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groie = dict( |
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config='configs/groie/faster_rcnn_r50_fpn_groie_1x_coco.py', |
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checkpoint='faster_rcnn_r50_fpn_groie_1x_coco_20200604_211715-66ee9516.pth', # noqa |
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eval='bbox', |
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metric=dict(bbox_mAP=38.3), |
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) |
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guided_anchoring = [ |
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dict( |
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config='configs/guided_anchoring/ga_retinanet_r50_caffe_fpn_1x_coco.py', # noqa |
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checkpoint='ga_retinanet_r50_caffe_fpn_1x_coco_20201020-39581c6f.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=36.9), |
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), |
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dict( |
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config='configs/guided_anchoring/ga_faster_r50_caffe_fpn_1x_coco.py', |
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checkpoint='ga_faster_r50_caffe_fpn_1x_coco_20200702_000718-a11ccfe6.pth', # noqa |
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eval='bbox', |
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metric=dict(bbox_mAP=39.6), |
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), |
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] |
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hrnet = dict( |
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config='configs/hrnet/faster_rcnn_hrnetv2p_w18_1x_coco.py', |
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checkpoint='faster_rcnn_hrnetv2p_w18_1x_coco_20200130-56651a6d.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=36.9), |
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) |
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htc = dict( |
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config='configs/htc/htc_r50_fpn_1x_coco.py', |
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checkpoint='htc_r50_fpn_1x_coco_20200317-7332cf16.pth', |
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eval=['bbox', 'segm'], |
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metric=dict(bbox_mAP=42.3, segm_mAP=37.4), |
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) |
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libra_rcnn = dict( |
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config='configs/libra_rcnn/libra_faster_rcnn_r50_fpn_1x_coco.py', |
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checkpoint='libra_faster_rcnn_r50_fpn_1x_coco_20200130-3afee3a9.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=38.3), |
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) |
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mask_rcnn = dict( |
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config='configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.py', |
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checkpoint='mask_rcnn_r50_fpn_1x_coco_20200205-d4b0c5d6.pth', |
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eval=['bbox', 'segm'], |
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metric=dict(bbox_mAP=38.2, segm_mAP=34.7), |
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) |
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ms_rcnn = dict( |
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config='configs/ms_rcnn/ms_rcnn_r50_caffe_fpn_1x_coco.py', |
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checkpoint='ms_rcnn_r50_caffe_fpn_1x_coco_20200702_180848-61c9355e.pth', |
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eval=['bbox', 'segm'], |
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metric=dict(bbox_mAP=38.2, segm_mAP=36.0), |
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) |
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nas_fcos = dict( |
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config='configs/nas_fcos/nas_fcos_nashead_r50_caffe_fpn_gn-head_4x4_1x_coco.py', # noqa |
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checkpoint='nas_fcos_nashead_r50_caffe_fpn_gn-head_4x4_1x_coco_20200520-1bdba3ce.pth', # noqa |
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eval='bbox', |
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metric=dict(bbox_mAP=39.4), |
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) |
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nas_fpn = dict( |
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config='configs/nas_fpn/retinanet_r50_nasfpn_crop640_50e_coco.py', |
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checkpoint='retinanet_r50_nasfpn_crop640_50e_coco-0ad1f644.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=40.5), |
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) |
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paa = dict( |
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config='configs/paa/paa_r50_fpn_1x_coco.py', |
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checkpoint='paa_r50_fpn_1x_coco_20200821-936edec3.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=40.4), |
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) |
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pafpn = dict( |
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config='configs/pafpn/faster_rcnn_r50_pafpn_1x_coco.py', |
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checkpoint='faster_rcnn_r50_pafpn_1x_coco_bbox_mAP-0.375_20200503_105836-b7b4b9bd.pth', # noqa |
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eval='bbox', |
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metric=dict(bbox_mAP=37.5), |
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) |
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pisa = dict( |
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config='configs/pisa/pisa_faster_rcnn_r50_fpn_1x_coco.py', |
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checkpoint='pisa_faster_rcnn_r50_fpn_1x_coco-dea93523.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=38.4), |
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) |
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point_rend = dict( |
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config='configs/point_rend/point_rend_r50_caffe_fpn_mstrain_1x_coco.py', |
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checkpoint='point_rend_r50_caffe_fpn_mstrain_1x_coco-1bcb5fb4.pth', |
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eval=['bbox', 'segm'], |
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metric=dict(bbox_mAP=38.4, segm_mAP=36.3), |
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) |
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regnet = dict( |
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config='configs/regnet/mask_rcnn_regnetx-3.2GF_fpn_1x_coco.py', |
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checkpoint='mask_rcnn_regnetx-3.2GF_fpn_1x_coco_20200520_163141-2a9d1814.pth', # noqa |
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eval=['bbox', 'segm'], |
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metric=dict(bbox_mAP=40.4, segm_mAP=36.7), |
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) |
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reppoints = dict( |
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config='configs/reppoints/reppoints_moment_r50_fpn_1x_coco.py', |
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checkpoint='reppoints_moment_r50_fpn_1x_coco_20200330-b73db8d1.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=37.0), |
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) |
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res2net = dict( |
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config='configs/res2net/faster_rcnn_r2_101_fpn_2x_coco.py', |
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checkpoint='faster_rcnn_r2_101_fpn_2x_coco-175f1da6.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=43.0), |
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) |
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resnest = dict( |
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config='configs/resnest/faster_rcnn_s50_fpn_syncbn-backbone+head_mstrain-range_1x_coco.py', # noqa |
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checkpoint='faster_rcnn_s50_fpn_syncbn-backbone+head_mstrain-range_1x_coco_20200926_125502-20289c16.pth', # noqa |
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eval='bbox', |
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metric=dict(bbox_mAP=42.0), |
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) |
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retinanet = dict( |
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config='configs/retinanet/retinanet_r50_fpn_1x_coco.py', |
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checkpoint='retinanet_r50_fpn_1x_coco_20200130-c2398f9e.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=36.5), |
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) |
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rpn = dict( |
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config='configs/rpn/rpn_r50_fpn_1x_coco.py', |
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checkpoint='rpn_r50_fpn_1x_coco_20200218-5525fa2e.pth', |
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eval='proposal_fast', |
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metric=dict(AR_1000=58.2), |
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) |
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sabl = [ |
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dict( |
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config='configs/sabl/sabl_retinanet_r50_fpn_1x_coco.py', |
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checkpoint='sabl_retinanet_r50_fpn_1x_coco-6c54fd4f.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=37.7), |
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), |
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dict( |
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config='configs/sabl/sabl_faster_rcnn_r50_fpn_1x_coco.py', |
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checkpoint='sabl_faster_rcnn_r50_fpn_1x_coco-e867595b.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=39.9), |
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), |
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] |
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scnet = dict( |
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config='configs/scnet/scnet_r50_fpn_1x_coco.py', |
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checkpoint='scnet_r50_fpn_1x_coco-c3f09857.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=43.5), |
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) |
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sparse_rcnn = dict( |
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config='configs/sparse_rcnn/sparse_rcnn_r50_fpn_1x_coco.py', |
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checkpoint='sparse_rcnn_r50_fpn_1x_coco_20201222_214453-dc79b137.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=37.9), |
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) |
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ssd = [ |
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dict( |
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config='configs/ssd/ssd300_coco.py', |
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checkpoint='ssd300_coco_20210803_015428-d231a06e.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=25.5), |
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), |
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dict( |
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config='configs/ssd/ssdlite_mobilenetv2_scratch_600e_coco.py', |
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checkpoint='ssdlite_mobilenetv2_scratch_600e_coco_20210629_110627-974d9307.pth',# noqa |
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eval='bbox', |
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metric=dict(bbox_mAP=21.3), |
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), |
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] |
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tridentnet = dict( |
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config='configs/tridentnet/tridentnet_r50_caffe_1x_coco.py', |
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checkpoint='tridentnet_r50_caffe_1x_coco_20201230_141838-2ec0b530.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=37.6), |
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) |
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vfnet = dict( |
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config='configs/vfnet/vfnet_r50_fpn_1x_coco.py', |
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checkpoint='vfnet_r50_fpn_1x_coco_20201027-38db6f58.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=41.6), |
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) |
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yolact = dict( |
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config='configs/yolact/yolact_r50_1x8_coco.py', |
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checkpoint='yolact_r50_1x8_coco_20200908-f38d58df.pth', |
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eval=['bbox', 'segm'], |
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metric=dict(bbox_mAP=31.2, segm_mAP=29.0), |
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) |
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yolo = dict( |
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config='configs/yolo/yolov3_d53_320_273e_coco.py', |
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checkpoint='yolov3_d53_320_273e_coco-421362b6.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=27.9), |
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) |
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yolof = dict( |
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config='configs/yolof/yolof_r50_c5_8x8_1x_coco.py', |
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checkpoint='yolof_r50_c5_8x8_1x_coco_20210425_024427-8e864411.pth', |
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eval='bbox', |
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metric=dict(bbox_mAP=37.5), |
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) |
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centernet = dict( |
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config='configs/centernet/centernet_resnet18_dcnv2_140e_coco.py', |
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checkpoint='centernet_resnet18_dcnv2_140e_coco_20210702_155131-c8cd631f.pth', # noqa |
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eval='bbox', |
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metric=dict(bbox_mAP=29.5), |
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) |
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yolox = dict( |
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config='configs/yolox/yolox_tiny_8x8_300e_coco.py', |
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checkpoint='yolox_tiny_8x8_300e_coco_20210806_234250-4ff3b67e.pth', # noqa |
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eval='bbox', |
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metric=dict(bbox_mAP=31.5), |
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) |
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# yapf: enable
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