MMCV
Categories
- MMClassification - OpenMMLab image classification toolbox and benchmark.
- MMDetection - OpenMMLab detection toolbox and benchmark.
- MMDetection3D - OpenMMLab's next-generation platform for general 3D object detection.
- MMSegmentation - OpenMMLab semantic segmentation toolbox and benchmark.
- MMAction2 - OpenMMLab's next-generation action understanding toolbox and benchmark.
- MMTracking - OpenMMLab video perception toolbox and benchmark.
- MMPose - OpenMMLab pose estimation toolbox and benchmark.
- MMEditing - OpenMMLab image and video editing toolbox.
- MMOCR - OpenMMLab text detection, recognition and understanding toolbox.
- MMGeneration - OpenMMLab image and video generative models toolbox.
Troubleshooting
mmdet 과 mmcv의 버전 충돌 문제
MMDetection#dependency conflicts 항목 참조. 결론부터 말하면 mmcv==2.1.0 설치.
dockerfile 빌드시 Memory Overflow
16G RAM 메모리, cuda12.4, cpu x 32 (Intel(R) Xeon(R) Gold 6346 CPU @ 3.10GHz) 에서 dockerfile 로 mim install mmcv==2.1.0 하니까 코드에서 cython 빌드하는듯 함...
근데 메모리 오버플로우 발생함. 32G RAM 메모리 에서 해보니 잘되더라