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

(비공식) Keras based on Tensorflow (python) :

https://github.com/fizyr/keras-retinanet