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[ICCV'23 Workshop] SAM3D: Segment Anything in 3D Scenes
An extension of Open3D to address 3D Machine Learning tasks
2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds (ECCV 2022) 🔥
[NeurIPS 2023] Official implementation of the paper "Segment Everything Everywhere All at Once"
DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
Simple image captioning model
EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
Official implementation of "CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding" (CVPR, 2022)
Parameter sets for the WOFOST crop simulation model implemented in YAML
(CVPR 2023) PLA: Language-Driven Open-Vocabulary 3D Scene Understanding & (CVPR2024) RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene Understanding
[AAAI 2023 Oral] Language-Assisted 3D Feature Learning for Semantic Scene Understanding
Kernel Point Convolution implemented in PyTorch
An easy to use, user-friendly and efficient code for extracting OpenAI CLIP (Global/Grid) features from image and text respectively.
Implementation for ECCV 2022 paper Language-Grounded Indoor 3D Semantic Segmentation in the Wild
Project Page for "LISA: Reasoning Segmentation via Large Language Model"
Pytorch framework for doing deep learning on point clouds.
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
[CVPR'24 Oral] Official repository of Point Transformer V3 (PTv3)
Pointcept: a codebase for point cloud perception research. Latest works: Sonata (CVPR'25), PTv3 (CVPR'24 Oral), PPT (CVPR'24), MSC (CVPR'23)
Quick start guide for benchmarking MagicBathyNet dataset in learning-based bathymetry and pixel-based classification using Remote Sensing imagery.
a deep model that segments water on multispectral images
[CVPR'23] OpenScene: 3D Scene Understanding with Open Vocabularies
QGIS is a free, open source, cross platform (lin/win/mac) geographical information system (GIS)
T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis