git clone https://github.com/octree-nn/dwconv.git pip install ./dwconv 2. ScanNet Segmentation Data: Download the data from theScanNet benchmark. Unzip the data and place it to the folder <scannet_folder>. Run the following command to prepare the dataset. ...
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Get a GitHub badge TaskDatasetModelMetric NameMetric ValueGlobal RankResultBenchmark Semantic Segmentation ScanNet OctFormer test mIoU 76.6 # 5 Compare val mIoU 75.7 # 9 Compare 3D Semantic Segmentation ScanNet200 OctFormer val mIoU 32.6 # 4 Compare test mIoU 32.5 # 5 Compare 3D Obje...
We propose octree-based transformers, named OctFormer, for 3D point cloud learning. OctFormer can not only serve as a general and effective backbone for 3D point cloud segmentation and object detection but also have linear complexity and is scalable for large-scale point clouds. The key challenge...
源代码:OCT2Former GitHub 数据集:ROSE-1&2 通过本文的总结,希望读者能够对OCT2Former有一个清晰的认识,并了解其在视网膜血管分割领域的重要应用价值。同时,我们也期待未来有更多的研究者能够在此基础上进行更深入的研究和探索,为眼科医疗领域的发展贡献更多的智慧和力量。相关...