Object Detection Papers 코드 모음
공식 코드 : 논문 저자가 구현한 코드
비공식 코드 : 다른 사람이 논문(혹은 공식 코드)을 보고 구현한 코드
Faster R-CNN
paper :
https://arxiv.org/abs/1506.01497
(공식) Caffe (MATLAP) :
https://github.com/ShaoqingRen/faster_rcnn
(공식) Caffe (python) :
https://github.com/rbgirshick/py-faster-rcnn
Mask R-CNN
paper :
https://arxiv.org/abs/1703.06870
(공식) Caffe2 (python) :
https://github.com/facebookresearch/Detectron
SSD
paper :
https://arxiv.org/abs/1512.02325
(공식) Caffe (python) :
https://github.com/weiliu89/caffe/tree/ssd
(비공식) Keras based on Tensorflow (python) :
https://github.com/pierluigiferrari/ssd_keras
YOLO
paper :
https://arxiv.org/abs/1506.02640
(공식) (python) :
https://pjreddie.com/darknet/yolov1/
YOLO2
paper :
https://arxiv.org/abs/1612.08242
(공식) (python) :
https://pjreddie.com/darknet/yolo/
RetinaNet (Focal Loss)
paper :
https://arxiv.org/abs/1708.02002
(공식) Caffe2 (python) :
https://github.com/facebookresearch/Detectron