swa_object_detection

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SWA Object Detection

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최종 버전 다운로드 (.zip)

- batch_test.py
- batch_test.sh
- benchmark_filter.py
- convert_benchmark_script.py
- gather_benchmark_metric.py
- gather_models.py
- linter.sh
- - config.yml
  - error-report.md
  - feature_request.md
  - general_questions.md
  - reimplementation_questions.md
- - build.yml
  - build_pat.yml
  - deploy.yml
- CODE_OF_CONDUCT.md
- CONTRIBUTING.md
- - default_runtime.py
  - swa.py
- - mask_rcnn_r50_fpn_albu_1x_coco.py
  - README.md
- - atss_r101_fpn_1x_coco.py
  - atss_r50_fpn_1x_coco.py
  - README.md
- - faster_rcnn_r50_fpn_carafe_1x_coco.py
  - mask_rcnn_r50_fpn_carafe_1x_coco.py
  - README.md
- - cascade_mask_rcnn_r101_caffe_fpn_1x_coco.py
  - cascade_mask_rcnn_r101_fpn_1x_coco.py
  - cascade_mask_rcnn_r101_fpn_20e_coco.py
  - cascade_mask_rcnn_r50_caffe_fpn_1x_coco.py
  - cascade_mask_rcnn_r50_fpn_1x_coco.py
  - cascade_mask_rcnn_r50_fpn_20e_coco.py
  - cascade_mask_rcnn_x101_32x4d_fpn_1x_coco.py
  - cascade_mask_rcnn_x101_32x4d_fpn_20e_coco.py
  - cascade_mask_rcnn_x101_64x4d_fpn_1x_coco.py
  - cascade_mask_rcnn_x101_64x4d_fpn_20e_coco.py
  - cascade_rcnn_r101_caffe_fpn_1x_coco.py
  - cascade_rcnn_r101_fpn_1x_coco.py
  - cascade_rcnn_r101_fpn_20e_coco.py
  - cascade_rcnn_r50_caffe_fpn_1x_coco.py
  - cascade_rcnn_r50_fpn_1x_coco.py
  - cascade_rcnn_r50_fpn_20e_coco.py
  - cascade_rcnn_x101_32x4d_fpn_1x_coco.py
  - cascade_rcnn_x101_32x4d_fpn_20e_coco.py
  - cascade_rcnn_x101_64x4d_fpn_1x_coco.py
  - cascade_rcnn_x101_64x4d_fpn_20e_coco.py
  - README.md
- - crpn_fast_rcnn_r50_caffe_fpn_1x_coco.py
  - crpn_faster_rcnn_r50_caffe_fpn_1x_coco.py
  - crpn_r50_caffe_fpn_1x_coco.py
  - README.md
- - centripetalnet_hourglass104_mstest_16x6_210e_coco.py
  - README.md
- - faster_rcnn_r50_fpn_1x_cityscapes.py
  - mask_rcnn_r50_fpn_1x_cityscapes.py
  - README.md
- - cornernet_hourglass104_mstest_10x5_210e_coco.py
  - cornernet_hourglass104_mstest_32x3_210e_coco.py
  - cornernet_hourglass104_mstest_8x6_210e_coco.py
  - README.md
- - cascade_mask_rcnn_r101_fpn_dconv_c3-c5_1x_coco.py
  - cascade_mask_rcnn_r50_fpn_dconv_c3-c5_1x_coco.py
  - cascade_mask_rcnn_x101_32x4d_fpn_dconv_c3-c5_1x_coco.py
  - cascade_rcnn_r101_fpn_dconv_c3-c5_1x_coco.py
  - cascade_rcnn_r50_fpn_dconv_c3-c5_1x_coco.py
  - faster_rcnn_r101_fpn_dconv_c3-c5_1x_coco.py
  - faster_rcnn_r50_fpn_dconv_c3-c5_1x_coco.py
  - faster_rcnn_r50_fpn_dpool_1x_coco.py
  - faster_rcnn_r50_fpn_mdconv_c3-c5_1x_coco.py
  - faster_rcnn_r50_fpn_mdconv_c3-c5_group4_1x_coco.py
  - faster_rcnn_r50_fpn_mdpool_1x_coco.py
  - faster_rcnn_x101_32x4d_fpn_dconv_c3-c5_1x_coco.py
  - mask_rcnn_r101_fpn_dconv_c3-c5_1x_coco.py
  - mask_rcnn_r50_fpn_dconv_c3-c5_1x_coco.py
  - mask_rcnn_r50_fpn_mdconv_c3-c5_1x_coco.py
  - README.md
- - mask_rcnn_r50_fpn_15e_deepfashion.py
  - README.md
- - cascade_rcnn_r50_rfp_1x_coco.py
  - cascade_rcnn_r50_sac_1x_coco.py
  - detectors_cascade_rcnn_r50_1x_coco.py
  - detectors_htc_r50_1x_coco.py
  - htc_r50_rfp_1x_coco.py
  - htc_r50_sac_1x_coco.py
  - README.md
- - detr_r50_8x2_150e_coco.py
  - README.md
- - dh_faster_rcnn_r50_fpn_1x_coco.py
  - README.md
- - dynamic_rcnn_r50_fpn_1x.py
  - README.md
- - faster_rcnn_r50_fpn_attention_0010_1x_coco.py
  - faster_rcnn_r50_fpn_attention_0010_dcn_1x_coco.py
  - faster_rcnn_r50_fpn_attention_1111_1x_coco.py
  - faster_rcnn_r50_fpn_attention_1111_dcn_1x_coco.py
  - README.md
- - fast_rcnn_r101_caffe_fpn_1x_coco.py
  - fast_rcnn_r101_fpn_1x_coco.py
  - fast_rcnn_r101_fpn_2x_coco.py
  - fast_rcnn_r50_caffe_fpn_1x_coco.py
  - fast_rcnn_r50_fpn_1x_coco.py
  - fast_rcnn_r50_fpn_2x_coco.py
  - README.md
- - faster_rcnn_r101_caffe_fpn_1x_coco.py
  - faster_rcnn_r101_fpn_1x_coco.py
  - faster_rcnn_r101_fpn_2x_coco.py
  - faster_rcnn_r50_caffe_c4_1x_coco.py
  - faster_rcnn_r50_caffe_dc5_1x_coco.py
  - faster_rcnn_r50_caffe_dc5_mstrain_1x_coco.py
  - faster_rcnn_r50_caffe_dc5_mstrain_3x_coco.py
  - faster_rcnn_r50_caffe_fpn_1x_coco.py
  - faster_rcnn_r50_caffe_fpn_mstrain_1x_coco-person-bicycle-car.py
  - faster_rcnn_r50_caffe_fpn_mstrain_1x_coco-person.py
  - faster_rcnn_r50_caffe_fpn_mstrain_1x_coco.py
  - faster_rcnn_r50_caffe_fpn_mstrain_2x_coco.py
  - faster_rcnn_r50_caffe_fpn_mstrain_3x_coco.py
  - faster_rcnn_r50_caffe_fpn_mstrain_90k_coco.py
  - faster_rcnn_r50_fpn_1x_coco.py
  - faster_rcnn_r50_fpn_2x_coco.py
  - faster_rcnn_r50_fpn_bounded_iou_1x_coco.py
  - faster_rcnn_r50_fpn_giou_1x_coco.py
  - faster_rcnn_r50_fpn_iou_1x_coco.py
  - faster_rcnn_r50_fpn_ohem_1x_coco.py
  - faster_rcnn_r50_fpn_soft_nms_1x_coco.py
  - faster_rcnn_x101_32x4d_fpn_1x_coco.py
  - faster_rcnn_x101_32x4d_fpn_2x_coco.py
  - faster_rcnn_x101_64x4d_fpn_1x_coco.py
  - faster_rcnn_x101_64x4d_fpn_2x_coco.py
  - README.md
- - fcos_center-normbbox-centeronreg-giou_r50_caffe_fpn_gn-head_1x_coco.py
  - fcos_center-normbbox-centeronreg-giou_r50_caffe_fpn_gn-head_dcn_1x_coco.py
  - fcos_center_r50_caffe_fpn_gn-head_1x_coco.py
  - fcos_r101_caffe_fpn_gn-head_1x_coco.py
  - fcos_r101_caffe_fpn_gn-head_mstrain_640-800_2x_coco.py
  - fcos_r50_caffe_fpn_gn-head_1x_coco.py
  - fcos_r50_caffe_fpn_gn-head_4x4_1x_coco.py
  - fcos_r50_caffe_fpn_gn-head_mstrain_640-800_2x_coco.py
  - fcos_x101_64x4d_fpn_gn-head_mstrain_640-800_2x_coco.py
  - README.md
- - fovea_align_r101_fpn_gn-head_4x4_2x_coco.py
  - fovea_align_r101_fpn_gn-head_mstrain_640-800_4x4_2x_coco.py
  - fovea_align_r50_fpn_gn-head_4x4_2x_coco.py
  - fovea_align_r50_fpn_gn-head_mstrain_640-800_4x4_2x_coco.py
  - fovea_r101_fpn_4x4_1x_coco.py
  - fovea_r101_fpn_4x4_2x_coco.py
  - fovea_r50_fpn_4x4_1x_coco.py
  - fovea_r50_fpn_4x4_2x_coco.py
  - README.md
- - faster_rcnn_r50_fpn_fp16_1x_coco.py
  - mask_rcnn_r50_fpn_fp16_1x_coco.py
  - README.md
  - retinanet_r50_fpn_fp16_1x_coco.py
- - faster_rcnn_r50_fpg-chn128_crop640_50e_coco.py
  - faster_rcnn_r50_fpg_crop640_50e_coco.py
  - faster_rcnn_r50_fpn_crop640_50e_coco.py
  - mask_rcnn_r50_fpg-chn128_crop640_50e_coco.py
  - mask_rcnn_r50_fpg_crop640_50e_coco.py
  - mask_rcnn_r50_fpn_crop640_50e_coco.py
  - README.md
  - retinanet_r50_fpg-chn128_crop640_50e_coco.py
  - retinanet_r50_fpg_crop640_50e_coco.py
- - README.md
  - retinanet_free_anchor_r101_fpn_1x_coco.py
  - retinanet_free_anchor_r50_fpn_1x_coco.py
  - retinanet_free_anchor_x101_32x4d_fpn_1x_coco.py
- - fsaf_r101_fpn_1x_coco.py
  - fsaf_r50_fpn_1x_coco.py
  - fsaf_x101_64x4d_fpn_1x_coco.py
  - README.md
- - cascade_mask_rcnn_x101_32x4d_fpn_syncbn-backbone_1x_coco.py
  - cascade_mask_rcnn_x101_32x4d_fpn_syncbn-backbone_dconv_c3-c5_1x_coco.py
  - cascade_mask_rcnn_x101_32x4d_fpn_syncbn-backbone_dconv_c3-c5_r16_gcb_c3-c5_1x_coco.py
  - cascade_mask_rcnn_x101_32x4d_fpn_syncbn-backbone_dconv_c3-c5_r4_gcb_c3-c5_1x_coco.py
  - cascade_mask_rcnn_x101_32x4d_fpn_syncbn-backbone_r16_gcb_c3-c5_1x_coco.py
  - cascade_mask_rcnn_x101_32x4d_fpn_syncbn-backbone_r4_gcb_c3-c5_1x_coco.py
  - mask_rcnn_r101_fpn_r16_gcb_c3-c5_1x_coco.py
  - mask_rcnn_r101_fpn_r4_gcb_c3-c5_1x_coco.py
  - mask_rcnn_r101_fpn_syncbn-backbone_1x_coco.py
  - mask_rcnn_r101_fpn_syncbn-backbone_r16_gcb_c3-c5_1x_coco.py
  - mask_rcnn_r101_fpn_syncbn-backbone_r4_gcb_c3-c5_1x_coco.py
  - mask_rcnn_r50_fpn_r16_gcb_c3-c5_1x_coco.py
  - mask_rcnn_r50_fpn_r4_gcb_c3-c5_1x_coco.py
  - mask_rcnn_r50_fpn_syncbn-backbone_1x_coco.py
  - mask_rcnn_r50_fpn_syncbn-backbone_r16_gcb_c3-c5_1x_coco.py
  - mask_rcnn_r50_fpn_syncbn-backbone_r4_gcb_c3-c5_1x_coco.py
  - mask_rcnn_x101_32x4d_fpn_syncbn-backbone_1x_coco.py
  - mask_rcnn_x101_32x4d_fpn_syncbn-backbone_r16_gcb_c3-c5_1x_coco.py
  - mask_rcnn_x101_32x4d_fpn_syncbn-backbone_r4_gcb_c3-c5_1x_coco.py
  - README.md
- - gfl_r101_fpn_dconv_c3-c5_mstrain_2x_coco.py
  - gfl_r101_fpn_mstrain_2x_coco.py
  - gfl_r50_fpn_1x_coco.py
  - gfl_r50_fpn_mstrain_2x_coco.py
  - gfl_x101_32x4d_fpn_dconv_c4-c5_mstrain_2x_coco.py
  - gfl_x101_32x4d_fpn_mstrain_2x_coco.py
  - README.md
- - README.md
  - retinanet_ghm_r101_fpn_1x_coco.py
  - retinanet_ghm_r50_fpn_1x_coco.py
  - retinanet_ghm_x101_32x4d_fpn_1x_coco.py
  - retinanet_ghm_x101_64x4d_fpn_1x_coco.py
- - mask_rcnn_r101_fpn_gn-all_2x_coco.py
  - mask_rcnn_r101_fpn_gn-all_3x_coco.py
  - mask_rcnn_r50_fpn_gn-all_2x_coco.py
  - mask_rcnn_r50_fpn_gn-all_3x_coco.py
  - mask_rcnn_r50_fpn_gn-all_contrib_2x_coco.py
  - mask_rcnn_r50_fpn_gn-all_contrib_3x_coco.py
  - README.md
- - faster_rcnn_r101_fpn_gn_ws-all_1x_coco.py
  - faster_rcnn_r50_fpn_gn_ws-all_1x_coco.py
  - faster_rcnn_x101_32x4d_fpn_gn_ws-all_1x_coco.py
  - faster_rcnn_x50_32x4d_fpn_gn_ws-all_1x_coco.py
  - mask_rcnn_r101_fpn_gn_ws-all_20_23_24e_coco.py
  - mask_rcnn_r101_fpn_gn_ws-all_2x_coco.py
  - mask_rcnn_r50_fpn_gn_ws-all_20_23_24e_coco.py
  - mask_rcnn_r50_fpn_gn_ws-all_2x_coco.py
  - mask_rcnn_x101_32x4d_fpn_gn_ws-all_20_23_24e_coco.py
  - mask_rcnn_x101_32x4d_fpn_gn_ws-all_2x_coco.py
  - mask_rcnn_x50_32x4d_fpn_gn_ws-all_20_23_24e_coco.py
  - mask_rcnn_x50_32x4d_fpn_gn_ws-all_2x_coco.py
  - README.md
- - grid_rcnn_r101_fpn_gn-head_2x_coco.py
  - grid_rcnn_r50_fpn_gn-head_1x_coco.py
  - grid_rcnn_r50_fpn_gn-head_2x_coco.py
  - grid_rcnn_x101_32x4d_fpn_gn-head_2x_coco.py
  - grid_rcnn_x101_64x4d_fpn_gn-head_2x_coco.py
  - README.md
- - faster_rcnn_r50_fpn_groie_1x_coco.py
  - grid_rcnn_r50_fpn_gn-head_groie_1x_coco.py
  - mask_rcnn_r101_fpn_syncbn-backbone_r4_gcb_c3-c5_groie_1x_coco.py
  - mask_rcnn_r50_fpn_groie_1x_coco.py
  - mask_rcnn_r50_fpn_syncbn-backbone_r4_gcb_c3-c5_groie_1x_coco.py
  - README.md
- - ga_fast_r50_caffe_fpn_1x_coco.py
  - ga_faster_r101_caffe_fpn_1x_coco.py
  - ga_faster_r50_caffe_fpn_1x_coco.py
  - ga_faster_r50_fpn_1x_coco.py
  - ga_faster_x101_32x4d_fpn_1x_coco.py
  - ga_faster_x101_64x4d_fpn_1x_coco.py
  - ga_retinanet_r101_caffe_fpn_1x_coco.py
  - ga_retinanet_r101_caffe_fpn_mstrain_2x.py
  - ga_retinanet_r50_caffe_fpn_1x_coco.py
  - ga_retinanet_r50_fpn_1x_coco.py
  - ga_retinanet_x101_32x4d_fpn_1x_coco.py
  - ga_retinanet_x101_64x4d_fpn_1x_coco.py
  - ga_rpn_r101_caffe_fpn_1x_coco.py
  - ga_rpn_r50_caffe_fpn_1x_coco.py
  - ga_rpn_r50_fpn_1x_coco.py
  - ga_rpn_x101_32x4d_fpn_1x_coco.py
  - ga_rpn_x101_64x4d_fpn_1x_coco.py
  - README.md
- - cascade_mask_rcnn_hrnetv2p_w18_20e_coco.py
  - cascade_mask_rcnn_hrnetv2p_w32_20e_coco.py
  - cascade_mask_rcnn_hrnetv2p_w40_20e_coco.py
  - cascade_rcnn_hrnetv2p_w18_20e_coco.py
  - cascade_rcnn_hrnetv2p_w32_20e_coco.py
  - cascade_rcnn_hrnetv2p_w40_20e_coco.py
  - faster_rcnn_hrnetv2p_w18_1x_coco.py
  - faster_rcnn_hrnetv2p_w18_2x_coco.py
  - faster_rcnn_hrnetv2p_w32_1x_coco.py
  - faster_rcnn_hrnetv2p_w32_2x_coco.py
  - faster_rcnn_hrnetv2p_w40_1x_coco.py
  - faster_rcnn_hrnetv2p_w40_2x_coco.py
  - fcos_hrnetv2p_w18_gn-head_4x4_1x_coco.py
  - fcos_hrnetv2p_w18_gn-head_4x4_2x_coco.py
  - fcos_hrnetv2p_w18_gn-head_mstrain_640-800_4x4_2x_coco.py
  - fcos_hrnetv2p_w32_gn-head_4x4_1x_coco.py
  - fcos_hrnetv2p_w32_gn-head_4x4_2x_coco.py
  - fcos_hrnetv2p_w32_gn-head_mstrain_640-800_4x4_2x_coco.py
  - fcos_hrnetv2p_w40_gn-head_mstrain_640-800_4x4_2x_coco.py
  - htc_hrnetv2p_w18_20e_coco.py
  - htc_hrnetv2p_w32_20e_coco.py
  - htc_hrnetv2p_w40_20e_coco.py
  - htc_hrnetv2p_w40_28e_coco.py
  - htc_x101_64x4d_fpn_16x1_28e_coco.py
  - mask_rcnn_hrnetv2p_w18_1x_coco.py
  - mask_rcnn_hrnetv2p_w18_2x_coco.py
  - mask_rcnn_hrnetv2p_w32_1x_coco.py
  - mask_rcnn_hrnetv2p_w32_2x_coco.py
  - mask_rcnn_hrnetv2p_w40_1x_coco.py
  - mask_rcnn_hrnetv2p_w40_2x_coco.py
  - README.md
- - htc_r101_fpn_20e_coco.py
  - htc_r50_fpn_1x_coco.py
  - htc_r50_fpn_20e_coco.py
  - htc_without_semantic_r50_fpn_1x_coco.py
  - htc_x101_32x4d_fpn_16x1_20e_coco.py
  - htc_x101_64x4d_fpn_16x1_20e_coco.py
  - htc_x101_64x4d_fpn_dconv_c3-c5_mstrain_400_1400_16x1_20e_coco.py
  - README.md
- - cascade_mask_rcnn_r101_fpn_instaboost_4x_coco.py
  - cascade_mask_rcnn_r50_fpn_instaboost_4x_coco.py
  - cascade_mask_rcnn_x101_64x4d_fpn_instaboost_4x_coco.py
  - mask_rcnn_r101_fpn_instaboost_4x_coco.py
  - mask_rcnn_r50_fpn_instaboost_4x_coco.py
  - mask_rcnn_x101_64x4d_fpn_instaboost_4x_coco.py
  - README.md
- - cascade_mask_rcnn_r50_fpn_1x_coco_v1.py
  - faster_rcnn_r50_fpn_1x_coco_v1.py
  - mask_rcnn_r50_fpn_1x_coco_v1.py
  - README.md
  - retinanet_r50_caffe_fpn_1x_coco_v1.py
  - retinanet_r50_fpn_1x_coco_v1.py
  - ssd300_coco_v1.py
- - libra_fast_rcnn_r50_fpn_1x_coco.py
  - libra_faster_rcnn_r101_fpn_1x_coco.py
  - libra_faster_rcnn_r50_fpn_1x_coco.py
  - libra_faster_rcnn_x101_64x4d_fpn_1x_coco.py
  - libra_retinanet_r50_fpn_1x_coco.py
  - README.md
- - mask_rcnn_r101_fpn_sample1e-3_mstrain_1x_lvis_v1.py
  - mask_rcnn_r101_fpn_sample1e-3_mstrain_2x_lvis_v0.5.py
  - mask_rcnn_r50_fpn_sample1e-3_mstrain_1x_lvis_v1.py
  - mask_rcnn_r50_fpn_sample1e-3_mstrain_2x_lvis_v0.5.py
  - mask_rcnn_x101_32x4d_fpn_sample1e-3_mstrain_1x_lvis_v1.py
  - mask_rcnn_x101_32x4d_fpn_sample1e-3_mstrain_2x_lvis_v0.5.py
  - mask_rcnn_x101_64x4d_fpn_sample1e-3_mstrain_1x_lvis_v1.py
  - mask_rcnn_x101_64x4d_fpn_sample1e-3_mstrain_2x_lvis_v0.5.py
  - README.md
- - mask_rcnn_r101_caffe_fpn_1x_coco.py
  - mask_rcnn_r101_fpn_1x_coco.py
  - mask_rcnn_r101_fpn_2x_coco.py
  - mask_rcnn_r50_caffe_c4_1x_coco.py
  - mask_rcnn_r50_caffe_fpn_1x_coco.py
  - mask_rcnn_r50_caffe_fpn_mstrain-poly_1x_coco.py
  - mask_rcnn_r50_caffe_fpn_mstrain-poly_2x_coco.py
  - mask_rcnn_r50_caffe_fpn_mstrain-poly_3x_coco.py
  - mask_rcnn_r50_caffe_fpn_mstrain_1x_coco.py
  - mask_rcnn_r50_caffe_fpn_poly_1x_coco_v1.py
  - mask_rcnn_r50_fpn_1x_coco.py
  - mask_rcnn_r50_fpn_2x_coco.py
  - mask_rcnn_r50_fpn_poly_1x_coco.py
  - mask_rcnn_x101_32x4d_fpn_1x_coco.py
  - mask_rcnn_x101_32x4d_fpn_2x_coco.py
  - mask_rcnn_x101_32x8d_fpn_1x_coco.py
  - mask_rcnn_x101_32x8d_fpn_mstrain-poly_1x_coco.py
  - mask_rcnn_x101_32x8d_fpn_mstrain-poly_3x_coco.py
  - mask_rcnn_x101_64x4d_fpn_1x_coco.py
  - mask_rcnn_x101_64x4d_fpn_2x_coco.py
  - README.md
- - ms_rcnn_r101_caffe_fpn_1x_coco.py
  - ms_rcnn_r101_caffe_fpn_2x_coco.py
  - ms_rcnn_r50_caffe_fpn_1x_coco.py
  - ms_rcnn_r50_caffe_fpn_2x_coco.py
  - ms_rcnn_r50_fpn_1x_coco.py
  - ms_rcnn_x101_32x4d_fpn_1x_coco.py
  - ms_rcnn_x101_64x4d_fpn_1x_coco.py
  - ms_rcnn_x101_64x4d_fpn_2x_coco.py
  - README.md
- - nas_fcos_fcoshead_r50_caffe_fpn_gn-head_4x4_1x_coco.py
  - nas_fcos_nashead_r50_caffe_fpn_gn-head_4x4_1x_coco.py
  - README.md
- - README.md
  - retinanet_r50_fpn_crop640_50e_coco.py
  - retinanet_r50_nasfpn_crop640_50e_coco.py
- - paa_r101_fpn_1x_coco.py
  - paa_r101_fpn_2x_coco.py
  - paa_r101_fpn_mstrain_3x_coco.py
  - paa_r50_fpn_1.5x_coco.py
  - paa_r50_fpn_1x_coco.py
  - paa_r50_fpn_2x_coco.py
  - paa_r50_fpn_mstrain_3x_coco.py
  - README.md
- - faster_rcnn_r50_pafpn_1x_coco.py
  - README.md
- - faster_rcnn_r50_fpn_1x_voc0712.py
  - faster_rcnn_r50_fpn_1x_voc0712_cocofmt.py
  - README.md
  - retinanet_r50_fpn_1x_voc0712.py
  - ssd300_voc0712.py
  - ssd512_voc0712.py
- - pisa_faster_rcnn_r50_fpn_1x_coco.py
  - pisa_faster_rcnn_x101_32x4d_fpn_1x_coco.py
  - pisa_mask_rcnn_r50_fpn_1x_coco.py
  - pisa_mask_rcnn_x101_32x4d_fpn_1x_coco.py
  - pisa_retinanet_r50_fpn_1x_coco.py
  - pisa_retinanet_x101_32x4d_fpn_1x_coco.py
  - pisa_ssd300_coco.py
  - pisa_ssd512_coco.py
  - README.md
- - point_rend_r50_caffe_fpn_mstrain_1x_coco.py
  - point_rend_r50_caffe_fpn_mstrain_3x_coco.py
  - README.md
- - faster_rcnn_regnetx-3.2GF_fpn_1x_coco.py
  - faster_rcnn_regnetx-3.2GF_fpn_2x_coco.py
  - faster_rcnn_regnetx-3.2GF_fpn_mstrain_3x_coco.py
  - mask_rcnn_regnetx-12GF_fpn_1x_coco.py
  - mask_rcnn_regnetx-3.2GF_fpn_1x_coco.py
  - mask_rcnn_regnetx-3.2GF_fpn_mdconv_c3-c5_1x_coco.py
  - mask_rcnn_regnetx-3.2GF_fpn_mstrain_3x_coco.py
  - mask_rcnn_regnetx-4GF_fpn_1x_coco.py
  - mask_rcnn_regnetx-6.4GF_fpn_1x_coco.py
  - mask_rcnn_regnetx-8GF_fpn_1x_coco.py
  - README.md
  - retinanet_regnetx-1.6GF_fpn_1x_coco.py
  - retinanet_regnetx-3.2GF_fpn_1x_coco.py
  - retinanet_regnetx-800MF_fpn_1x_coco.py
- - bbox_r50_grid_center_fpn_gn-neck+head_1x_coco.py
  - bbox_r50_grid_fpn_gn-neck+head_1x_coco.py
  - README.md
  - reppoints.png
  - reppoints_minmax_r50_fpn_gn-neck+head_1x_coco.py
  - reppoints_moment_r101_fpn_dconv_c3-c5_gn-neck+head_2x_coco.py
  - reppoints_moment_r101_fpn_gn-neck+head_2x_coco.py
  - reppoints_moment_r50_fpn_1x_coco.py
  - reppoints_moment_r50_fpn_gn-neck+head_1x_coco.py
  - reppoints_moment_r50_fpn_gn-neck+head_2x_coco.py
  - reppoints_moment_x101_fpn_dconv_c3-c5_gn-neck+head_2x_coco.py
  - reppoints_partial_minmax_r50_fpn_gn-neck+head_1x_coco.py
- - cascade_mask_rcnn_r2_101_fpn_20e_coco.py
  - cascade_rcnn_r2_101_fpn_20e_coco.py
  - faster_rcnn_r2_101_fpn_2x_coco.py
  - htc_r2_101_fpn_20e_coco.py
  - mask_rcnn_r2_101_fpn_2x_coco.py
  - README.md
- - cascade_mask_rcnn_s101_fpn_syncbn-backbone+head_mstrain_1x_coco.py
  - cascade_mask_rcnn_s50_fpn_syncbn-backbone+head_mstrain_1x_coco.py
  - cascade_rcnn_s101_fpn_syncbn-backbone+head_mstrain-range_1x_coco.py
  - cascade_rcnn_s50_fpn_syncbn-backbone+head_mstrain-range_1x_coco.py
  - faster_rcnn_s101_fpn_syncbn-backbone+head_mstrain-range_1x_coco.py
  - faster_rcnn_s50_fpn_syncbn-backbone+head_mstrain-range_1x_coco.py
  - mask_rcnn_s101_fpn_syncbn-backbone+head_mstrain_1x_coco.py
  - mask_rcnn_s50_fpn_syncbn-backbone+head_mstrain_1x_coco.py
  - README.md
- - README.md
  - retinanet_r101_caffe_fpn_1x_coco.py
  - retinanet_r101_fpn_1x_coco.py
  - retinanet_r101_fpn_2x_coco.py
  - retinanet_r50_caffe_fpn_1x_coco.py
  - retinanet_r50_caffe_fpn_mstrain_1x_coco.py
  - retinanet_r50_caffe_fpn_mstrain_2x_coco.py
  - retinanet_r50_caffe_fpn_mstrain_3x_coco.py
  - retinanet_r50_fpn_1x_coco.py
  - retinanet_r50_fpn_2x_coco.py
  - retinanet_x101_32x4d_fpn_1x_coco.py
  - retinanet_x101_32x4d_fpn_2x_coco.py
  - retinanet_x101_64x4d_fpn_1x_coco.py
  - retinanet_x101_64x4d_fpn_2x_coco.py
- - README.md
  - rpn_r101_caffe_fpn_1x_coco.py
  - rpn_r101_fpn_1x_coco.py
  - rpn_r101_fpn_2x_coco.py
  - rpn_r50_caffe_c4_1x_coco.py
  - rpn_r50_caffe_fpn_1x_coco.py
  - rpn_r50_fpn_1x_coco.py
  - rpn_r50_fpn_2x_coco.py
  - rpn_x101_32x4d_fpn_1x_coco.py
  - rpn_x101_32x4d_fpn_2x_coco.py
  - rpn_x101_64x4d_fpn_1x_coco.py
  - rpn_x101_64x4d_fpn_2x_coco.py
- - README.md
  - sabl_cascade_rcnn_r101_fpn_1x_coco.py
  - sabl_cascade_rcnn_r50_fpn_1x_coco.py
  - sabl_faster_rcnn_r101_fpn_1x_coco.py
  - sabl_faster_rcnn_r50_fpn_1x_coco.py
  - sabl_retinanet_r101_fpn_1x_coco.py
  - sabl_retinanet_r101_fpn_gn_1x_coco.py
  - sabl_retinanet_r101_fpn_gn_2x_ms_480_960_coco.py
  - sabl_retinanet_r101_fpn_gn_2x_ms_640_800_coco.py
  - sabl_retinanet_r50_fpn_1x_coco.py
  - sabl_retinanet_r50_fpn_gn_1x_coco.py
- - README.md
  - scnet_r101_fpn_20e_coco.py
  - scnet_r50_fpn_1x_coco.py
  - scnet_r50_fpn_20e_coco.py
  - scnet_x101_64x4d_fpn_20e_coco.py
  - scnet_x101_64x4d_fpn_8x1_20e_coco.py
- - faster_rcnn_r50_fpn_gn-all_scratch_6x_coco.py
  - mask_rcnn_r50_fpn_gn-all_scratch_6x_coco.py
  - README.md
- - README.md
  - sparse_rcnn_r101_fpn_300_proposals_crop_mstrain_480-800_3x_coco.py
  - sparse_rcnn_r101_fpn_mstrain_480-800_3x_coco.py
  - sparse_rcnn_r50_fpn_1x_coco.py
  - sparse_rcnn_r50_fpn_300_proposals_crop_mstrain_480-800_3x_coco.py
  - sparse_rcnn_r50_fpn_mstrain_480-800_3x_coco.py
- - README.md
  - ssd300_coco.py
  - ssd512_coco.py
- - README.md
  - swa_faster_rcnn_r101_fpn_1x_coco.py
  - swa_faster_rcnn_r101_fpn_2x_coco.py
  - swa_faster_rcnn_r50_fpn_1x_coco.py
  - swa_fcos_r101_caffe_fpn_gn-head_1x_coco.py
  - swa_fcos_r101_caffe_fpn_gn-head_2x_coco.py
  - swa_fcos_r50_caffe_fpn_gn-head_1x_coco.py
  - swa_mask_rcnn_r101_fpn_1x_coco.py
  - swa_mask_rcnn_r101_fpn_2x_coco.py
  - swa_mask_rcnn_r50_fpn_1x_coco.py
  - swa_retinanet_r101_fpn_1x_coco.py
  - swa_retinanet_r101_fpn_2x_coco.py
  - swa_retinanet_r50_fpn_1x_coco.py
  - swa_vfnet_r101_fpn_1x_coco.py
  - swa_vfnet_r101_fpn_2x_coco.py
  - swa_vfnet_r50_fpn_1x_coco.py
  - swa_yolov3_d53_320_273e_coco.py
  - swa_yolov3_d53_mstrain-608_273e_coco.py
- - README.md
  - tridentnet_r50_caffe_1x_coco.py
  - tridentnet_r50_caffe_mstrain_1x_coco.py
  - tridentnet_r50_caffe_mstrain_3x_coco.py
- - README.md
  - vfnet_r101_fpn_1x_coco.py
  - vfnet_r101_fpn_2x_coco.py
  - vfnet_r101_fpn_mdconv_c3-c5_mstrain_2x_coco.py
  - vfnet_r101_fpn_mstrain_2x_coco.py
  - vfnet_r2_101_fpn_mdconv_c3-c5_mstrain_2x_coco.py
  - vfnet_r2_101_fpn_mstrain_2x_coco.py
  - vfnet_r50_fpn_1x_coco.py
  - vfnet_r50_fpn_mdconv_c3-c5_mstrain_2x_coco.py
  - vfnet_r50_fpn_mstrain_2x_coco.py
  - vfnet_x101_32x4d_fpn_mdconv_c3-c5_mstrain_2x_coco.py
  - vfnet_x101_32x4d_fpn_mstrain_2x_coco.py
  - vfnet_x101_64x4d_fpn_mdconv_c3-c5_mstrain_2x_coco.py
  - vfnet_x101_64x4d_fpn_mstrain_2x_coco.py
- - README.md
  - ssd300_wider_face.py
- - README.md
  - yolact_r101_1x8_coco.py
  - yolact_r50_1x8_coco.py
  - yolact_r50_8x8_coco.py
- - README.md
  - yolov3_d53_320_273e_coco.py
  - yolov3_d53_mstrain-416_273e_coco.py
  - yolov3_d53_mstrain-608_273e_coco.py
- create_result_gif.py
- demo.jpg
- demo.mp4
- image_demo.py
- inference_demo.ipynb
- MMDet_Tutorial.ipynb
- video_demo.py
- webcam_demo.py
- Dockerfile
- - config.md
  - customize_dataset.md
  - customize_losses.md
  - customize_models.md
  - customize_runtime.md
  - data_pipeline.md
  - finetune.md
  - index.rst
  - onnx2tensorrt.md
  - pytorch2onnx.md
- 1_exist_data_model.md
- 2_new_data_model.md
- 3_exist_data_new_model.md
- api.rst
- changelog.md
- compatibility.md
- conf.py
- conventions.md
- faq.md
- get_started.md
- index.rst
- make.bat
- Makefile
- model_zoo.md
- projects.md
- robustness_benchmarking.md
- stat.py
- useful_tools.md
- - __init__.py
  - inference.py
  - test.py
  - train.py
- - __init__.py
- - __init__.py
  - builder.py
  - cityscapes.py
  - coco.py
  - custom.py
  - dataset_wrappers.py
  - deepfashion.py
  - lvis.py
  - utils.py
  - voc.py
  - wider_face.py
  - xml_style.py
- - __init__.py
  - builder.py
- - __init__.py
  - collect_env.py
  - contextmanagers.py
  - logger.py
  - profiling.py
  - util_mixins.py
  - util_random.py
- __init__.py
- version.py
- build.txt
- docs.txt
- optional.txt
- readthedocs.txt
- runtime.txt
- tests.txt
- coco_test_12510.jpg
- corruptions_sev_3.png
- data_pipeline.png
- loss_curve.png
- mmdet-logo.png
- get_swa_model.py
- - coco_sample.json
  - color.jpg
  - gray.jpg
- - test_utils.py
- - test_box_overlap.py
  - test_losses.py
- - test_forward.py
  - test_necks.py
- - async_benchmark.py
  - test_async.py
  - test_config.py
  - test_eval_hook.py
  - test_fp16.py
- - test_anchor.py
  - test_assigner.py
  - test_coder.py
  - test_masks.py
  - test_misc.py
  - test_version.py
  - test_visualization.py
- - analyze_logs.py
  - analyze_results.py
  - benchmark.py
  - coco_error_analysis.py
  - eval_metric.py
  - get_flops.py
  - robustness_eval.py
  - test_robustness.py
- - cityscapes.py
  - pascal_voc.py
- - onnx2tensorrt.py
  - pytorch2onnx.py
- - browse_dataset.py
  - print_config.py
- - detectron2pytorch.py
  - publish_model.py
  - regnet2mmdet.py
  - upgrade_model_version.py
- dist_test.sh
- dist_train.sh
- slurm_test.sh
- slurm_train.sh
- test.py
- train.py
.gitignore
.pre-commit-config.yaml
.readthedocs.yml
LICENSE
MMDetection_README.md
pytest.ini
README.md
README_zh-CN.md
requirements.txt
setup.cfg
setup.py
swa.png

# 설치 가이드

1. 코드 내려받기

git clone https://github.com/hyz-xmaster/swa_object_detection

깃허브에서 프로젝트 코드 전체를 내 컴퓨터로 내려받습니다.

cd swa_object_detection

방금 내려받은 프로젝트 폴더 안으로 이동합니다.

2. 공식 설치 스크립트

쉬움 추천

사전 준비물

Python 3 pip 명령어를 쓰려면 Python이 필요합니다.

pip install "git+https://github.com/open-mmlab/cocoapi.git#subdirectory=pycocotools"

PyPI에 배포된 패키지를 바로 설치합니다. 소스 클론이 필요 없습니다.

✅ 설치 후 새 터미널을 열고, 프로그램의 버전 확인 명령(예: --version)으로 정상 설치됐는지 확인하세요.

이 레포의 README에 적힌 실제 명령어를 그대로 가져왔습니다.

3. Docker

쉬움

사전 준비물

Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
Docker Desktop 컨테이너를 빌드하고 실행하려면 필요합니다. 설치 후 실행해서 백그라운드에 켜두세요.

docker build -f docker/Dockerfile -t swa-object-detection .

Dockerfile을 기반으로 실행 가능한 이미지를 빌드합니다.

docker run -p 8080:80 swa-object-detection

빌드된 이미지를 실제 컨테이너로 실행합니다.

✅ 터미널에 docker compose ps 를 입력해 컨테이너들이 Up 상태인지 확인하세요. README에 포트 번호가 적혀있다면 브라우저에서 http://localhost:포트번호 로 접속해보세요.

4. Python

쉬움

사전 준비물

Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
Python 3 설치 시 'Add Python to PATH' 옵션을 꼭 체크하세요 (Windows).

pip install "git+https://github.com/open-mmlab/cocoapi.git#subdirectory=pycocotools"

PyPI에 배포된 패키지를 바로 설치합니다. 소스 클론이 필요 없습니다.

✅ 에러 메시지 없이 실행되고 터미널에 안내 문구가 출력되면 정상입니다.

이 레포의 README에 적힌 실제 명령어를 그대로 가져왔습니다.

// repository documentation

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