{"library":"mmdet","type":"library","category":null,"description":"MMDetection is an open-source object detection toolbox based on PyTorch, part of the OpenMMLab project. It provides a comprehensive collection of detection, instance segmentation, and object grounding algorithms, along with a benchmark for various computer vision tasks. Currently at version 3.3.0, it features frequent updates, including state-of-the-art models like Grounding DINO and various Transformer-based detectors, and integrates closely with other OpenMMLab libraries like MMEngine and MMCV.","language":"python","status":"active","version":"3.3.0","tags":["object detection","computer vision","deep learning","OpenMMLab","PyTorch","transformer","grounding DINO","object tracking","instance segmentation"],"install":[{"cmd":"pip install openmim\nmim install 'mmcv>=2.0.0' # or 'mmcv-lite>=2.0.0'\nmim install mmdet","imports":["from mim.commands.search import DetInferencer"]},{"cmd":"pip install 'torch>=1.8.0,<2.3.0' 'torchvision>=0.9.0,<0.16.0' # Adjust for your CUDA version\npip install -U openmim\nmim install 'mmengine>=0.7.1'\nmim install 'mmcv>=2.0.0' # or 'mmcv-lite>=2.0.0'\n# Clone and install mmdet from source for editable mode or latest features\ngit clone https://github.com/open-mmlab/mmdetection.git\ncd mmdetection\npip install -v -e .","imports":[]}],"homepage":"https://mmdetection.readthedocs.io/","github":"https://github.com/open-mmlab/mmdetection","docs":null,"changelog":null,"pypi":"https://pypi.org/project/mmdet/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":0,"avg_install_s":null,"avg_import_s":null,"wheel_type":null},"url":"https://checklist.day/v1/registry/mmdet/compatibility"},"provenance":{"verified_status":"import_fail","verified_at":"Fri Jul 03","last_verified":"Fri Jul 03","next_check":"Fri Jul 10","install_tag":null}}