Alternatives and similar repositories for SPECIAL

Users that are interested in SPECIAL are comparing it to the libraries listed below

• earth-insights / ClassTrans
  2nd Place in the OpenEarthMap Land Cover Mapping Few-Shot Challenge
  ☆18Updated last year
• OMEGAFSL / MESSL
  Multiform Ensemble Self-Supervised Learning for Few-Shot Remote Sensing Scene Classification
  ☆12Updated 2 years ago
• like413 / VisTA
  [arXiv, 2024] Show Me What and Where has Changed? Question Answering and Grounding for Remote Sensing Change Detection
  ☆31Updated 4 months ago
• HanboBizl / DMNet
  DMNet for Few-shot Segmentation
  ☆30Updated 2 years ago
• li-yapeng / DSECN
  [CVPR2024] Improving Generalized Zero-Shot Learning by Exploring the Diverse Semantics from External Class Names
  ☆21Updated last year
• YonghaoXu / Txt2Img-MHN
  [IEEE TIP 2023] Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield Networks
  ☆78Updated 2 years ago
• zhu-xlab / DeCUR
  Decoupling common and unique representations for multimodal self-supervised learning
  ☆70Updated last year
• HSG-AIML / GDA
  Code repository for "Parameter Efficient Self-supervised Geospatial Domain Adaptation", CVPR 2024
  ☆34Updated last year
• Lans1ng / PointSAM
  [TGRS 2025] Code for "PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing Images"
  ☆56Updated 2 weeks ago
• LiShuo1001 / awesome-few-shot-segmentation-in-remote-sensing
  A curated list of few-shot segmentation / few shot semantic segmentation / few shot image segmentation in remote sensing imagery.
  ☆26Updated last year
• techmn / cdchat
  A Large Multimodal Model for Remote Sensing Change Description (IGARSS 2025)
  ☆22Updated 4 months ago
• utkarshmall13 / CACo
  official code for CVPR 2023 paper 'Change-Aware Sampling and Contrastive Learning for Satellite Images'
  ☆56Updated last year
• zhuduowang / Change3D
  [CVPR 2025 Highlight] Change3D: Revisiting Change Detection and Captioning from A Video Modeling Perspective.
  ☆58Updated 3 months ago
• ViTAE-Transformer / LeMeViT
  The official repo for [IJCAI'24] "LeMeViT: Efficient Vision Transformer with Learnable Meta Tokens for Remote Sensing Image Interpretatio…
  ☆53Updated last year
• earth-insights / awesome-MLLM-for-image-segmentation
  Paper list for LLM/MLLM-based image segmentation
  ☆37Updated last week
• hehaodong530 / DOTA-C
  ☆25Updated 2 years ago
• icey-zhang / DiffCLIP
  ☆17Updated 5 months ago
• The-Shuai / DeIL
  Python code to implement DeIL, a CLIP based approach for open-world few-shot learning.
  ☆19Updated last year
• LiZhuoHong / SegLand
  Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in Land Cover Mapping via Hybrid Semantic Segmentation Framework
  ☆40Updated last year
• Justlovesmile / SISP
  (2024) The Official Repository of Paper "SISP: A Benchmark Dataset for Fine-grained Ship Instance Segmentation in Panchromatic Satellite …
  ☆13Updated last year
• iecashhy / RS-vHeat
  ☆15Updated last month
• benesakitam / MA3E
  Masked Angle-Aware Autoencoder for Remote Sensing Images (ECCV 2024)
  ☆28Updated last year
• NJU-LHRS / official-CMID
  The official implementation of paper "Unified Self-Supervised Learning Framework for Remote Sensing Images".
  ☆98Updated last year
• earth-insights / RS-MTDF
  RS-MTDF: Multi-Teacher Distillation and Fusion for Remote Sensing Semi-Supervised Semantic Segmentation
  ☆18Updated 5 months ago
• xuliu-cyber / RSUniVLM
  ☆35Updated 11 months ago
• mobulan / IELT
  Source code of the paper Fine-Grained Visual Classification via Internal Ensemble Learning Transformer
  ☆53Updated last year
• mainaksingha01 / APPLeNet
  ☆23Updated last month
• Li-Qingyun / RSCoTr
  [TGRS 2024] Co-training Transformer for Remote Sensing Image Classification, Segmentation and Detection.
  ☆45Updated 8 months ago
• alipay / POA
  ☆21Updated last year
• ZhanYang-nwpu / PE-RSITR
  Parameter-Efficient Transfer Learning for Remote Sensing Image-Text Retrieval, 2023
  ☆27Updated last year