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Reasoning-RCNN: Unifying Adaptive Global Reasoning into Large-scale Object Detection (CVPR2019 Oral)

License: Apache License 2.0

Shell 0.10% C++ 6.97% Python 78.26% Cuda 13.43% Makefile 0.02% Cython 1.22%

reasoning-rcnn's Introduction

Environments

  • pytorch 0.3.0/0.4.1
  • oldest mmdetection

Reasoning-RCNN

Reasoning-RCNN: Unifying Adaptive Global Reasoning into Large-scale Object Detection (CVPR2019 Oral)

# core files
configs/rrcnn/*
mmdet/models/detectors/reasoning_rcnn.py
mmdet/models/bbox_heads/graph_bbox_head.py

SGRN

Spatial-Aware Graph Relation Network for Large-Scale Object Detection (CVPR2019)

# core files
configs/coco_sgrb_fpn_ms.py 
mmdet/models/detectors/sgrn.py
mmdet/models/bbox_heads/convfc_bbox_head_enhanced.py

reasoning-rcnn's People

Contributors

chanyn avatar

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