Zhang Tianbo's starred repositories
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
zero-shot-gcn
Zero-Shot Learning with GCN (CVPR 2018)
ChamferDistancePytorch
Chamfer Distance in Pytorch with f-score
RemoteCLIP
🛰️ Official repository of paper "RemoteCLIP: A Vision Language Foundation Model for Remote Sensing" (IEEE TGRS)
awesome-vision-language-models-for-earth-observation
A curated list of awesome vision and language resources for earth observation.
PolyWorldPretrainedNetwork
PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images
Dense-RepPoints
Dense reppoints: Representing visual objects with dense point sets https://arxiv.org/abs/1912.11473
celldetection
Scalable Instance Segmentation using PyTorch & PyTorch Lightning.
Connected_components_PyTorch
A PyTorch implementation of Connected Components Labeling
RSBuilding
This is the pytorch implement of our paper "RSBuilding: Towards General Remote Sensing Image Building Extraction and Change Detection with Foundation Model"
DirectionalFeature
Learning Directional Feature Maps for Cardiac MRI Segmentation (MICCAI2020)
deeplearning
基于达摩院在深度学习、计算机视觉、地理空间分析等方向上的技术积累,结合阿里云强大算力支撑,提供多源对地观测数据的云计算分析服务,用数据感知地球世界,让AI助力科学研究。
ISPRS_HD-Net
Yuxuan Li, Danfeng Hong, Chenyu Li, Jing Yao, Jocelyn Chanussot. HD-Net: High-resolution decoupled network for building footprint extraction via deeply supervised body and boundary decomposition, ISPRS Journal of Photogrammetry and Remote Sensing, 2024.
torchsparsegradutils
A collection of utility functions to work with PyTorch sparse tensors
GCN-Based-Interactive-Prostate-Segmentationon-on-MR-Images
PyTorch code for Graph convolutional network based interactive prostate segmentation on MR images
CBL-Conditional-Boundary-Loss
The official implementation of IEEE-TIP paper under review