karimmamer / CropDetectionDLLinks
☆52Updated last year
Alternatives and similar repositories for CropDetectionDL
Users that are interested in CropDetectionDL are comparing it to the libraries listed below
Sorting:
- 8th place solution to Zindi's FarmPin Crop Detection Challenge☆137Updated 5 years ago
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆43Updated 2 years ago
- Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches …☆92Updated last year
- Collection of TensorFlow 2.0 code for Earth Observation applications☆93Updated 2 years ago
- This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).☆98Updated 4 years ago
- crop classification using deep learning on satellite images☆120Updated 4 years ago
- Crop classification of fields in South Africa using multispectral imagery☆17Updated 2 years ago
- A CNN-RNN based model that identifies correlations between optical and SAR data and exports dense Normalized Difference Vegetation Index …☆46Updated last year
- Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.☆160Updated 2 years ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆67Updated 2 years ago
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆101Updated 9 months ago
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆171Updated last year
- Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.☆152Updated last year
- Using CNNs and Sentinel-2 satellite data to predict landslides☆96Updated 3 years ago
- Deep learning for Earth Observation☆54Updated last year
- GeoPatch is a package for generating patches from remote sensing data☆54Updated 3 weeks ago
- a deep model that segments water on multispectral images☆149Updated 2 years ago
- Winning Solutions from Crop Type Detection Competition at CV4A workshop, ICLR 2020☆67Updated 5 years ago
- Training and deployment of deep learning models for satellite & aerial imagery☆62Updated 3 weeks ago
- ☆57Updated last year
- NGA Deep Learning☆28Updated 4 years ago
- An LSTM to generate a crop mask for Togo☆31Updated 4 years ago
- Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.☆258Updated 3 years ago
- All the files mentioned in the article on Towards Data Science Neural Network for Landsat Classification Using Tensorflow in Python | A s…☆72Updated 4 years ago
- This GitHub repository contains the machine learning models described in Edoardo Nemnni, Joseph Bullock, Samir Belabbes, Lars Bromley Ful…☆58Updated 2 years ago
- ☆32Updated 7 months ago
- Image classification on Sentinel-2 satellite imagery.☆37Updated 2 years ago
- Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)☆194Updated 4 years ago
- Machine Learning for Earth Observation Training of Trainers Bootcamp☆101Updated 3 years ago
- Open source remote sensing dataset with benchmarks☆201Updated last year