[CV] Object Detection, COCO- How to train Detectron2 with Custom COCO Datasets

 

• Instance Segmentation Example

https://github.com/wkentaro/labelme/tree/main/examples/instance_segmentation

• How to train Detectron2 with Custom COCO Datasets
• multi class

fromdetectron2.data.datasetsimport register_coco_instances
register_coco_instances("fruits_nuts", {}, "./data/trainval.json", "./data/images")

https://www.dlology.com/blog/how-to-train-detectron2-with-custom-coco-datasets/

• [Annotation Tool] labelme 사용해보기

https://blog.naver.com/PostView.nhn?blogId=yh_park02&logNo=222315567498&parentCategoryNo=&categoryNo=8&viewDate=&isShowPopularPosts=true&from=search

• Custom Detectron2 Training!! (Person Detection)-챕터 2 모델 훈련시키기(구글 colab)

https://hansonminlearning.tistory.com/53

• Train Detectron2

https://blog.roboflow.com/how-to-train-detectron2/

• 동물의 움직임을 자동으로 추적하고 라벨을 붙이는 딥러닝 모델 ~ 물리 치료, 스포츠 과학 등에 두루 쓰이기 좋은 접근

https://www.udna.kr/post/haesitaegeu-cugahagi

• 코랩 (detectron2 training)- fire

https://colab.research.google.com/drive/1rK9vFEz9F_C98VrbY2lRULQFxeEzNKLq#scrollTo=qlXhYbE2AfvG

• 코랩
• https://colab.research.google.com/drive/1J-hdb3iq71pS_h1_KB6JBnL8bDvhjjL5#scrollTo=3uIsOefUuPzH