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.
β9Updated 5 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:
- [CVPR 2025 π₯] EarthDial: Turning Multi-Sensory Earth Observations to Interactive Dialogues.β60Updated last month
- Open vocabulary interactions with remote sensing images.β19Updated 5 months ago
- [ACMMM-25] Official repo of "RemoteSAM: Towards Segment Anything for Earth Observation"β132Updated last month
- Code for RSAM-Segβ38Updated last year
- [Official Repo] CrossEarth: Geospatial Vision Foundation Model for Cross-Domain Generalization in Remote Sensing Semantic Segmentationβ154Updated 7 months ago
- β19Updated 5 months ago
- β13Updated last year
- [Remote Sensing] AerialFormer: Multi-resolution Transformer for Aerial Image Segmentationβ65Updated last year
- β39Updated last month
- SegEarth-R1: Geospatial Pixel Reasoning via Large Language Modelβ104Updated last month
- [AAAI 2024] EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question Answeringβ132Updated 5 months ago
- [Nature Machine Intelligence 2025] This repository is the official implementation of the paper "A semantic-enhanced multi-modal remote seβ¦β42Updated this week
- β36Updated last year
- DynamicEarth: How Far are We from Open-Vocabulary Change Detection?β80Updated 2 months ago
- Official repo for "Foundation Models for Remote Sensing and Earth Observation: A Survey"β44Updated 8 months ago
- β68Updated 2 months ago
- [CVPR 2025 Oral] SegEarth-OV: Towards Training-Free Open-Vocabulary Segmentation for Remote Sensing Imagesβ166Updated last month
- [ICASSP2023, GRSL2024, TGRS2025, ISPRS2025] semantic segmentation of remote sensing imagesβ127Updated last month
- [IEEE GRSS DFC 2025 Track II] BRIGHT: A globally distributed multimodal VHR dataset for all-weather disaster responseβ161Updated 2 months ago
- This is the pytorch implement of the paper "RSRefSeg: Referring Remote Sensing Image Segmentation with Foundation Models"β59Updated 2 weeks ago
- Official repository for "Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery" (CVPR 2024)β114Updated 4 months ago
- Fine-tuning SAM with Multi-Modal Prompts for Mobility Infrastructure Segmentationβ92Updated 3 weeks ago
- [IEEE TGRS 2024 π₯] Change-Agent: Toward Interactive Comprehensive Remote Sensing Change Interpretation and Analysisβ137Updated 2 weeks ago
- [ISPRS2025] SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Modelβ90Updated 2 months ago
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Rβ¦β60Updated last month
- β54Updated last year
- The official implement of γA Comprehensive Deep-Learning Framework for Fine-Grained Farmland Mapping from High-Resolution Imagesγβ46Updated 3 months ago
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representatiβ¦β76Updated 2 months ago
- Implementation of "Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks"β17Updated 3 weeks ago
- Geospatial Image Labeling Tool (GeoVision Labeler)β63Updated this week