debanjanxy / GNR652
Land classififcation using deep learning
☆11Updated 5 years ago
Alternatives and similar repositories for GNR652:
Users that are interested in GNR652 are comparing it to the libraries listed below
- ☆51Updated last year
- Deep learning pretrained model on satellite imagery (Sentinel-2)☆78Updated 5 years ago
- Satellite Imagery preprocessing for object detection☆13Updated 6 years ago
- 8th place solution to Zindi's FarmPin Crop Detection Challenge☆138Updated 4 years ago
- A set of scripits that use the Google Earth Engine pyhton API for the automatic creation of datasets for AI applications.☆19Updated 7 months ago
- Deep Neural Network with keras(TensorFlow GPU backend) Python: Satellite-Image Classification☆37Updated 6 years ago
- Land Use Classification CNN model using satellite imagery☆14Updated 5 years ago
- Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training☆163Updated 2 years ago
- A deep learning approach for mapping and dating burned areas using temporal sequences of satellite images☆40Updated last year
- This GitHub repository contains the machine learning models described in Edoardo Nemnni, Joseph Bullock, Samir Belabbes, Lars Bromley Ful…☆52Updated last year
- Winning Solutions from Crop Type Detection Competition at CV4A workshop, ICLR 2020☆63Updated 4 years ago
- Road Detection from satellite images using U-Net.☆56Updated last year
- Satsense is a Python library for land use/cover classification using satellite imagery☆24Updated 4 years ago
- A simple script to create geo-tagged image chips from high-resolution RS images for training deep learning models such as U-net.☆14Updated 3 years ago
- Deep Semangtic segmentation of Worldview-3 satellite images using a U-net (DSTL kaggle competition)☆26Updated 4 years ago
- Winners of the Open Cities AI Challenge competition☆120Updated last year
- ☆56Updated 5 years ago
- LANDSAT Time Series Analysis for Multi-temporal Land Cover Classification using Machine Learning techniques in Python and GUI development…☆60Updated 2 years ago
- 📡 PyTorch Lightning Implementations of Recent Satellite Image Classification !☆73Updated last year
- Benchmark model for DrivenData Open Cities AI Challenge☆23Updated 5 years ago
- Tutorials and workshop materials for solaris☆24Updated 5 years ago
- Land Cover Change Detection using Satellite Image Segmentation.☆49Updated 3 weeks ago
- A CNN-RNN based model that identifies correlations between optical and SAR data and exports dense Normalized Difference Vegetation Index …☆41Updated 7 months ago
- Machine Learning for Earth Observation Training of Trainers Bootcamp☆95Updated 3 years ago
- Automatically detect solar panels on satellite imagery.☆16Updated 4 years ago
- Enhancement of MODIS NIDVI to 10m resolution using U-Net☆28Updated last year
- All the files mentioned in the article on Towards Data Science Neural Network for Landsat Classification Using Tensorflow in Python | A s…☆74Updated 4 years ago
- Getting acquainted with the concept of satellite imagery data and how it can be analyzed to investigate real-world environmental and huma…☆50Updated 6 years ago
- ☆36Updated 3 years ago