SmartFarmingLab / field_dataset_surveyLinks
A curated collection of 45 high-quality RGB image datasets for computer vision in agriculture. Features datasets for weed detection, disease identification, and crop monitoring, focusing on natural field scenes. Part of our GIL 2025 survey paper.
☆11Updated 10 months ago
Alternatives and similar repositories for field_dataset_survey
Users that are interested in field_dataset_survey are comparing it to the libraries listed below
Sorting:
- Open vocabulary interactions with remote sensing images.☆25Updated 2 months ago
- [ACM MM 25] Official repo of "RemoteSAM: Towards Segment Anything for Earth Observation"☆197Updated last week
- ☆43Updated 6 months ago
- [AAAI 2026 Oral] DynamicEarth: How Far are We from Open-Vocabulary Change Detection?☆104Updated 2 weeks ago
- [Nature Machine Intelligence 2025] This repository is the official implementation of the paper "A semantic-enhanced multi-modal remote se…☆165Updated 3 months ago
- ☆15Updated last year
- Code for RSAM-Seg☆45Updated last year
- SegEarth-OV3: Exploring SAM 3 for Open-Vocabulary Semantic Segmentation in Remote Sensing Images☆103Updated 3 weeks ago
- ☆65Updated 11 months ago
- Annotation-Free Open-Vocabulary Segmentation for Remote-Sensing Images☆45Updated 4 months ago
- [IGARSS 2024] Segment Change Model (SCM) for Unsupervised Change detection in VHR Remote Sensing Images: a Case Study of Buildings☆66Updated last year
- The pytorch implementation for "SemiCD-VL: Visual-Language Model Guidance Makes Better Semi-supervised Change Detector"☆54Updated last year
- SegEarth-R1: Geospatial Pixel Reasoning via Large Language Model☆134Updated 2 weeks ago
- Yuxuan Li, Danfeng Hong, Chenyu Li, Jing Yao, Jocelyn Chanussot. HD-Net: High-resolution decoupled network for building footprint extrac…☆40Updated last year
- ☆21Updated 5 months ago
- Paper List on Earth Observation in the Foundation Model Era☆27Updated 2 weeks ago
- Image segmentation models for building localization and damage assessment based on satellite imagery from the xBD dataset which was used …☆56Updated 2 years ago
- The official implementation of GeRSP (Generic Knowledge Boosted Pre-training For Remote Sensing Images).☆25Updated last year
- This is the repository for "A Segment Anything Model based weaky supervised learning method for crop mapping using Sentinel-2 time series…☆21Updated last year
- The official implement of 《A Comprehensive Deep-Learning Framework for Fine-Grained Farmland Mapping from High-Resolution Images》☆59Updated last month
- [TPAMI 2025] CrossEarth: Geospatial Vision Foundation Model for Cross-Domain Generalization in Remote Sensing Semantic Segmentation☆171Updated 3 weeks ago
- The official implement of 《Overcome the Uncertainty Challenges in Detecting Building Changes from Remote Sensing Images》☆48Updated this week
- ☆29Updated 3 years ago
- RS-Agent: An LLM-driven Remote Sensing Intelligent Agent☆52Updated 7 months ago
- ☆22Updated 7 months ago
- ☆57Updated last year
- [TGRS] Continuous urban change detection from satellite image time series☆32Updated 7 months ago
- Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.☆58Updated 8 months ago
- ☆42Updated last year
- Official repo for "Foundation Models for Remote Sensing and Earth Observation: A Survey"☆47Updated last year