UGA-BSAIL/plant_3d_deep_learning

3d Deep learning on point cloud data of plants

We're continuously improving our results.

Plant part segmentation using 3D Deep Learning

• Pointnet
• Pointnet++
• Point-voxel CNN

PlantCloud annotation tool

• PlantCloud

Cotton Plant part segmentation LiDAR dataset

• Cotton Plant part segmentation LiDAR dataset

Acknowledgement

• [GACRC]
• PointNet2 (MIT License) and Pointnet2_PyTorch.
• Point-voxel CNN (MIT License).

License

The materials in this repository is released under the plant_3d_deep_learning Terms of Use