https://github.com/kabouzeid/point2vec
공식 코드point2vec for Self-Supervised Representation Learning on Point Clouds
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
Segmenting 3D object parts
<span style="color:grey; opacity: 0.6">( Image credit: MeshCNN: A Network with an Edge )</span>
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
point2vec for Self-Supervised Representation Learning on Point Clouds
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation
3D Part Segmentation via Geometric Aggregation of 2D Visual Features
Self-positioning Point-based Transformer for Point Cloud Understanding
Beyond First Impressions: Integrating Joint Multi-modal Cues for Comprehensive 3D Representation
Diffusion 3D Features (Diff3F): Decorating Untextured Shapes with Distilled Semantic Features
DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis
P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting
Take-A-Photo: 3D-to-2D Generative Pre-training of Point Cloud Models
PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning
AVS-Net: Point Sampling with Adaptive Voxel Size for 3D Scene Understanding
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.