crop-classification

There are 8 repositories under crop-classification topic.

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.
plant-classification convolutional-neural-networks plant-identification recurrent-neural-networks deep-learning hgo-cnn crop-classification plant-recognition deep-plant
Language:Python 95
bhavesh907 / Crop-Classification
crop classification using deep learning on satellite images
agriculture-research agricultural-modelling satellite-images crop-classification
Language:Jupyter Notebook 89
Orion-AI-Lab / S4A
Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning
crop-classification deep-learning segmentation sentinel-2
Language:Jupyter Notebook 86
cropandweed / cropandweed-dataset
Information and scripts for the CropAndWeed Dataset
agriculture dataset detection crop weed classification segmentation farming phenotyping plants computer-vision object-detection plant-monitoring semantic-segmentation crop-classification weed-detection benchmark deep-learning crops weeds
Language:Python 63
radiantearth / crop-type-detection-ICLR-2020
Winning Solutions from Crop Type Detection Competition at CV4A workshop, ICLR 2020
machine-learning crop-classification earth-observations satellite-imagery
Language:Jupyter Notebook 63
0zgur0 / multi-stage-convSTAR-network
[RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies
deep-learning pytorch rnn convolutional-neural-networks convlstm-network lstm-neural-networks gru crop-classification remote-sensing
Language:Python 56
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
crop-classification deep-neural-networks two-stream remote-sensing
Language:Python 25
Agri-Hub / Space2Ground
A dataset with Space (Sentinel-1/2) and Ground (street-level images) components, annotated with crop-type labels for agriculture monitoring.
agriculture crop-classification crop-monitoring dataset grassland machine-learning
Language:Jupyter Notebook 21
fmenat / MultiviewCropClassification
Public repository of our IGARSS 2023 submission
agriculture-research crop-classification crop-type-mapping croptypes data-fusion datafusion multi-modal-learning multi-view-learning multimodal-learning multisensor-fusion multiview-learning remote-sensing remote-sensing-image crop-type-mapp
Language:Python 13
firatkizilirmakk / MultiTemporal-MultiSpectral-RemoteSensing-CropClassification
Crop Classification of Remotely Sensed Images containing Multi Temporal and Multispectral Information
cnn crop-classification ensemble-learning metric-learning multispectral-images multitemporal-remote-sensing remote-sensing
Language:Jupyter Notebook 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.
pipeline satellite-image data-acquisition data-processing yield-prediction crop-classification
8
ajigeo / temporal-SAR-transformer
Crop classification in the Cauvery Delta Zone using a multichannel based transformer model
remote-sensing crop-classification sentinel-2 sentinel-1 tamilnadu deep-learning optical sar
Language:Python 7
PamelaPairo / cultivos
geemap crop-classification ndvi machine-learning soybean wheat corn earthengine
Language:HTML 2
MVCC_IGARSS
DFKI-Earth-And-Space-Applications / MVCC_IGARSS
Public repository of our IGARSS 2023 submission
agriculture-research crop-classification multi-view-learning multisensor-fusion multiview-learning remote-sensing crop-type-mapping croptypes data-fusion datafusion multi-modal-learning multimodal-learning
Language:Python 1
0zgur0 / ODEcrop
[TGRS21] Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations
deep-learning rnn-pytorch lstm-neural-networks gru node crop-classification
Language:Python
chesterXalan / Competition-AICUP2022-CropStatusMonitoringByImageRecognition
Source code from 2022 AI CUP Competition on Crop Status Monitoring by Image Recognition.
ai aicup competition crop-classification deep-learning image-recognition jupyter-notebook python pytorch
Language:Jupyter Notebook
dida-do / eurocropsml
EuroCropsML is a ready-to-use benchmark dataset for few-shot crop type classification using Sentinel-2 imagery.
crop-classification dataset deep-learning earth-observation machine-learning sentinel-2 torch agriculture
Language:Python
ITU-GeoAI-Challenge / 15th-place-GEO-AI-Challenge-for-Cropland-Mapping
classification crop-classification google-earth-engine machine-learning sentinel-2 zindi-competition
Language:Jupyter Notebook