bioinfoUQAM / Canadian-cropland-dataset-githubLinks
This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved from Sentinel-2.
☆43Updated 2 years ago
Alternatives and similar repositories for Canadian-cropland-dataset-github
Users that are interested in Canadian-cropland-dataset-github are comparing it to the libraries listed below
Sorting:
- [GSRL] Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆72Updated 2 years ago
- ☆35Updated 2 years ago
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆106Updated last year
- Land Cover Change Detection using Satellite Image Segmentation.☆51Updated 11 months ago
- Python code for the DECODE method and mxnet code for Fractal ResUNet☆51Updated 4 years ago
- A deep learning model for surface water mapping based on satellite optical image.☆113Updated 4 years ago
- Automatically create machine learning datasets from satellite images☆44Updated 3 years ago
- List of datasets and codes for remote sensing LULC applications.☆51Updated last year
- A CNN-RNN based model that identifies correlations between optical and SAR data and exports dense Normalized Difference Vegetation Index …☆48Updated last year
- Repo for testing foundation models☆55Updated last year
- Code for running baseline models/experiments with the Fields of The World dataset☆111Updated this week
- Annual and in-season crop mapping in Kenya☆24Updated 4 years ago
- 🌴 A dataset for estimating tropical forest biomass based on drone and field data☆83Updated 3 years ago
- ☆57Updated 2 years ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆90Updated 2 years ago
- Satellite cloud removal with Deep Image Prior.☆68Updated last year
- Image classification on Sentinel-2 satellite imagery.☆40Updated 2 years ago
- ☆60Updated last year
- Code and data for Kuro Siwo flood mapping dataset☆72Updated 2 months ago
- Cloud masking for Landsat-8 & Sentinel-2☆35Updated 3 years ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆68Updated 2 years ago
- End-to-end workflow for generating high resolution cropland maps☆110Updated last month
- Crop classification of fields in South Africa using multispectral imagery☆18Updated 3 years ago
- Hydro -- A Foundation Model for Water in Satellite Imagery☆57Updated 10 months ago
- This repository contains the classification module of the WorldCereal system.☆78Updated this week
- ☆34Updated last year
- Sentinel 1 pipeline using SNAP GPT 7.0☆39Updated 2 years ago
- Starter-pack for the AI4EO Food Security Challenge☆21Updated 2 years ago
- Official implementation of "DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic c…☆65Updated 4 years ago
- Crop type mapping of small holder farms in Ghana, and South Sudan☆91Updated 3 years ago