Billy-ZTB

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.

Language:PythonMIT10142 44 405

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

Language:PythonMIT7810 115 106

zero-shot-gcn

Zero-Shot Learning with GCN (CVPR 2018)

Language:PythonMIT917 31 22

DAFormer

[CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation

Language:PythonNOASSERTION456 4 89

CLIP-SAM

Experiment on combining CLIP with SAM to do open-vocabulary image segmentation.

Language:Jupyter Notebook329 6 5

ChamferDistancePytorch

Chamfer Distance in Pytorch with f-score

Language:CudaMIT323 3 29

RemoteCLIP

🛰️ Official repository of paper "RemoteCLIP: A Vision Language Foundation Model for Remote Sensing" (IEEE TGRS)

Language:Jupyter NotebookApache-2.0265 5 36

e2ec

E2EC: An End-to-End Contour-based Method for High-Quality High-Speed Instance Segmentation

Language:PythonNOASSERTION214 9 46

awesome-vision-language-models-for-earth-observation

A curated list of awesome vision and language resources for earth observation.

GPL-3.0181 5 2

PolyWorldPretrainedNetwork

PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images

Language:PythonNOASSERTION174 6 26

TopoLoss

Code for the NeurIPS 2019 paper: Topology-Preserving Deep Image Segmentation

Language:C++MIT152 5 28

Dense-RepPoints

Dense reppoints: Representing visual objects with dense point sets https://arxiv.org/abs/1912.11473

Language:PythonApache-2.0145 11 13

sam_road

Segment Anything Model for large-scale, vectorized road network extraction from aerial imagery. CVPRW 2024

Language:PythonMIT123 2 27

celldetection

Scalable Instance Segmentation using PyTorch & PyTorch Lightning.

Language:PythonApache-2.0121 7 18

Connected_components_PyTorch

A PyTorch implementation of Connected Components Labeling

Language:Jupyter NotebookBSD-3-Clause105 2 7

RSBuilding

This is the pytorch implement of our paper "RSBuilding: Towards General Remote Sensing Image Building Extraction and Change Detection with Foundation Model"

Language:PythonApache-2.094 4 12

PolySnake

The official code for “Recurrent Generic Contour-based Instance Segmentation with Progressive Learning”, TCSVT, 2024.

Language:PythonMIT68 3 17

DirectionalFeature

Learning Directional Feature Maps for Cardiac MRI Segmentation (MICCAI2020)

Language:Python62 4 7

FADC

CVPR 2024 Highlight: Frequency-Adaptive Dilated Convolution for Semantic Segmentation

Language:PythonApache-2.058 1 6

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。

Language:PythonApache-2.054 5 2

clip-diy

Official implementation of the WACV 2024 paper CLIP-DIY

Language:Jupyter Notebook28 2 2

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.

Language:Python23 3 2