JenAlchimowicz / Semantic-segmentation-with-PyTorch-Satellite-ImageryLinks
Project developed for a Kaggle Competition organised by CentraleSupelec Deep Learning course. Final result: 1st place
☆38Updated 2 years ago
Alternatives and similar repositories for Semantic-segmentation-with-PyTorch-Satellite-Imagery
Users that are interested in Semantic-segmentation-with-PyTorch-Satellite-Imagery are comparing it to the libraries listed below
Sorting:
- Deep learning system; Docker image access; Pypi package; GEE access; image segmentation; density estimation; dataset open; pre-trained mo…☆106Updated 7 months ago
- Code repository for the paper Tree species classification from airborne hyperspectral and LiDAR data using 3D convolutional neural networ…☆103Updated 3 years ago
- Individual tree crown delineation in optical remote sensing images☆105Updated last year
- This repo is the solution for landslide4Sense challenge.☆52Updated 3 years ago
- Benchmark dataset for tree detection for airborne RGB, Hyperspectral and LIDAR imagery☆145Updated 3 years ago
- An algorithm that predicts yearly Aboveground Biomass for Finnish forests using satellite imagery. [NeurIPS 2023 Datasets & Benchmarks Tr…☆30Updated last year
- Multi-class satellite semantic segmentation using PyTorch framework☆18Updated 4 years ago
- ☆31Updated 5 years ago
- This a repository with the winners' code from the BioMassters challenge☆44Updated 2 years ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆89Updated 2 years ago
- This repository contains the code used in the paper: A high-resolution canopy height model of the Earth. Here, we developed a model to es…☆168Updated 2 years ago
- codes and data for learning from sparse annotations☆56Updated 4 years ago
- A Python package to super-resolve Sentinel-2 satellite imagery up to 2.5 meters.☆53Updated 4 months ago
- [GSRL] Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆69Updated 2 years ago
- Python code for the DECODE method and mxnet code for Fractal ResUNet☆48Updated 4 years ago
- Slums detection through VHR and MR imagery☆14Updated last year
- Crop type mapping of small holder farms in Ghana, and South Sudan☆89Updated 2 years ago
- NGA Deep Learning☆28Updated 4 years ago
- Code to reproduce the experiments of ICML2024-paper: Estimating Canopy Height at Scale☆31Updated 5 months ago
- ☆52Updated 7 months ago
- Wall-to-Wall Above-ground Biomass Estimation with ALOS-2 PALSAR-2 L-Band SAR Data and GEDI☆23Updated 9 months ago
- ☆14Updated 4 years ago
- 🌴 A dataset for estimating tropical forest biomass based on drone and field data☆80Updated 3 years ago
- S1S2-Water: A global dataset for semantic segmentation of water bodies from Sentinel-1 and Sentinel-2 satellite images☆49Updated last year
- Resources for the IGARSS 2024 Tutorial "Data-Efficient Deep Learning for EO"☆10Updated last year
- GeoPatch is a package for generating patches from remote sensing data☆55Updated 3 months ago
- Satellite cloud removal with Deep Image Prior.☆68Updated last year
- ☆71Updated last year
- This repository contains code for implementing multi class semantic segmentation (specifically applied to satellite image classification)…☆52Updated 3 years ago
- Image segmentations of trees outside forest☆170Updated 9 months ago