dida-do/eurocropsml

EuroCropsML is a ready-to-use benchmark dataset for few-shot crop type classification using Sentinel-2 imagery.

Language: Python - Size: 3.17 MB - Last synced at: 5 days ago - Pushed at: 25 days ago - Stars: 16 - Forks: 1

Orion-AI-Lab/S4A

Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning

Language: Jupyter Notebook - Size: 6.73 MB - Last synced at: 5 days ago - Pushed at: 8 months ago - Stars: 99 - Forks: 20

bhavesh907/Crop-Classification

crop classification using deep learning on satellite images

Language: Jupyter Notebook - Size: 3.91 MB - Last synced at: 5 days ago - Pushed at: over 4 years ago - Stars: 117 - Forks: 39

fmenat/MultiviewCropClassification

Public repository of our IGARSS 2023 submission

Language: Python - Size: 132 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 16 - Forks: 1

fmenat/optimal-multiview-crop-classifier

Public repository of our work in the search for an optimal multi-view crop classifier (considering encoder architectures and fusion strategies)

Language: Python - Size: 9.35 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 6 - Forks: 0

fiboa/hcat-extension

This Fiboa extension enables validation against the Hierarchical Crop and Agriculture Taxonomy (HCAT), which harmonizes all declared crops across the European Union.

Size: 41 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

radiantearth/crop-type-detection-ICLR-2020

Winning Solutions from Crop Type Detection Competition at CV4A workshop, ICLR 2020

Language: Jupyter Notebook - Size: 67.6 MB - Last synced at: 3 months ago - Pushed at: about 5 years ago - Stars: 66 - Forks: 23

clejae/europe_land_iacs_prep

Preprocessing and harmonization scripts for IACS/GSA data.

Language: Python - Size: 2.75 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

DFKI-Earth-And-Space-Applications/MVCC_IGARSS

Public repository of our IGARSS 2023 submission

Language: Python - Size: 132 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 1

0zgur0/multi-stage-convSTAR-network

[RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies

Language: Python - Size: 83.2 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 55 - Forks: 19

chesterXalan/Competition-AICUP2022-CropStatusMonitoringByImageRecognition

Source code from 2022 AI CUP Competition on Crop Status Monitoring by Image Recognition.

Language: Jupyter Notebook - Size: 4.26 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

cs-chan/Deep-Plant

Deep-Plant: Plant Classification with CNN/RNN. It consists of CAFFE/Tensorflow implementation of our PR-17, TIP-18 (HGO-CNN & PlantStructNet) and MalayaKew dataset.

Language: Python - Size: 12.9 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 91 - Forks: 30

cropandweed/cropandweed-dataset

Information and scripts for the CropAndWeed Dataset

Language: Python - Size: 7.69 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 38 - Forks: 12

cnai-ds/Crop-Yield-Prediction-Satellite-Image

Python data pipeline to acquire, clean, and calculate vegetation indices from Sentinel-2 satellite image. Package is available only for our clients.

Size: 3.61 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 2

ITU-GeoAI-Challenge/15th-place-GEO-AI-Challenge-for-Cropland-Mapping

Language: Jupyter Notebook - Size: 159 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

kkgadiraju/multi-modal-crop-classification

Code for the paper Multi Modal Deep Learning Based Crop Classification Using Multispectral and Multitemporal Satellite Imagery published in KDD Applied Data Science Track 2020

Language: Python - Size: 3.25 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 20 - Forks: 13

Agri-Hub/Space2Ground

A dataset with Space (Sentinel-1/2) and Ground (street-level images) components, annotated with crop-type labels for agriculture monitoring.

Language: Jupyter Notebook - Size: 5.33 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 18 - Forks: 3

ajigeo/temporal-SAR-transformer

Crop classification in the Cauvery Delta Zone using a multichannel based transformer model

Language: Python - Size: 56.6 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 1

firatkizilirmakk/MultiTemporal-MultiSpectral-RemoteSensing-CropClassification

Crop Classification of Remotely Sensed Images containing Multi Temporal and Multispectral Information

Language: Jupyter Notebook - Size: 11.9 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 7 - Forks: 4

PamelaPairo/cultivos

Language: HTML - Size: 18.1 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 1

0zgur0/ODEcrop Fork of prs-eth/ODEcrop

[TGRS21] Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations

Size: 527 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0