ConvPoint: Continuous Convolutions for Point Cloud Processing

Benchmark Model Rank Results
3d-part-segmentation-on-shapenet-partConvPoint#33Instance Average IoU: 85.8Class Average IoU: 83.4
3d-semantic-segmentation-on-dalesConvPoint#6mIoU: 67.4Overall Accuracy: 97.2Model size: 4.7M
lidar-semantic-segmentation-on-paris-lille-3dConvPoint#3mIOU: 0.759
lidar-semantic-segmentation-on-paris-lille-3dConvPoint_Keras#6mIOU: 0.720
semantic-segmentation-on-s3disConvPoint#30Mean IoU: 68.2oAcc: 88.8Number of params: 4.7MParams (M): 4.1