Project-AgML / AgMLLinks
AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.
☆246Updated 6 months ago
Alternatives and similar repositories for AgML
Users that are interested in AgML are comparing it to the libraries listed below
Sorting:
- Advancement of UAV, deep Learning and cutting edged technologies and papers in Precision Agriculture.☆130Updated 5 years ago
- Open source remote sensing dataset with benchmarks☆209Updated last year
- Python package for automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN☆216Updated 2 weeks ago
- Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.☆357Updated last year
- ☆187Updated 2 years ago
- A curated list of the best Vegetation Index papers by category☆77Updated 2 years ago
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆172Updated last year
- Deepness is a remote sensing plugin that enables deep learning inference in QGIS☆171Updated 4 months ago
- The official repository for the EuroCrops dataset.☆202Updated 3 months ago
- This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellit…☆301Updated last month
- Software for working with satellite & aerial imagery ML datasets☆142Updated 3 weeks ago
- List of datasets and codes for remote sensing LULC applications.☆51Updated last year
- This repository contains examples of fine-tuning Harmonized Landsat and Sentinel-2 (HLS) Prithvi foundation model.☆373Updated 3 months ago
- Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.☆261Updated 3 years ago
- ☆206Updated 3 years ago
- ☆249Updated last year
- ☆126Updated last year
- Multi-Class Semantic Segmentation on Dubai's Satellite Images.☆85Updated 2 years ago
- Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.☆161Updated 2 years ago
- This is a lightweight web-interface for creating and sharing vector annotations over satellite/aerial imagery scenes.☆284Updated 2 weeks ago
- A catalogue of open access forest datasets☆193Updated 11 months ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆262Updated last year
- A Spatio-temporal Framework for Soil Property Prediction with Digital Soil Mapping (DSM)☆49Updated 2 weeks ago
- AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.☆206Updated this week
- Soil parameter estimation from hyperspectral satellite images☆28Updated 3 years ago
- A shinyapp for the pliman package☆21Updated last year
- Tools for detecting wildlife in aerial images using active learning☆240Updated last week
- A family of foundational models tailored for wheat image tasks, producing universal features suitable for image-level tasks (classificati…☆41Updated last month
- GeoPatch is a package for generating patches from remote sensing data☆55Updated 3 months ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆244Updated last month