carlossantamarizq / vesselTracker
Ship detection from satellite imagery using Deep Learning model (YOLOv5). Model trained with custom Sentinel-1 dataset provided by Earth Engine API.
☆26Updated last year
Related projects ⓘ
Alternatives and complementary repositories for vesselTracker
- Scalable workflow for crop boundary delineation using pre-trained deep learning model☆10Updated last year
- 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
- A streamlit web app visualizing global surface water datasets.☆12Updated 2 years ago
- ☆10Updated this week
- Using GAN to do super resolution of satellite images☆14Updated 3 years ago
- Pytorch dataloader and pytorch lightning datamodule for Earth Observation imagery☆15Updated 2 years ago
- This repository contains the files for running the Patchify GUI.☆11Updated 3 years ago
- Tool for species-level segregation of camera-trap images. The 'Species Segregator' is currently trained for Central Indian Landscape.☆15Updated 4 months ago
- Satellite Image Augmetation with GANs☆19Updated 2 years ago
- Prefect integrations with Microsoft Planetary Computer.☆11Updated 4 months ago
- ☆24Updated 6 months ago
- EarthDaily python client☆13Updated this week
- AgriFieldNet Model for Crop Detection from Satellite Imagery☆19Updated last year
- ☆10Updated 2 years ago
- Lightweight Python application for sorting images in your dataset☆21Updated 2 years ago
- Land surface classification using remote sensing data with unsupervised machine learning (k-means).☆31Updated 5 years ago
- Image Quality Framework☆43Updated 7 months ago
- This is a program that uses multi-source remote sensing data to monitor the dynamic changes of lakes.☆11Updated 2 years ago
- spatial resampling for more robust cross validation in spatial studies☆10Updated 3 months ago
- Repository for the paper "SAR-based landslide classification pretraining leads to better segmentation"☆29Updated 2 years ago
- Deep learning for Earth Observation☆54Updated 3 months ago
- Python for Raw Sentinel-2 data (PyRawS) is an open-source software providing utilities to open and process Sentinel 2 RAW data, which cor…☆70Updated 2 months ago
- PyTorch EO aims to make Deep Learning for Earth Observation data easy and accessible to real-world cases and research alike.☆42Updated 3 months ago
- Python implementation of image segmentation algorithm of Shepherd et al (2019) Operational Large-Scale Segmentation of Imagery Based on I…☆11Updated last month
- Earth observation framework for scaled-up processing in Python☆37Updated 2 weeks ago
- Contains source code for the winning solution of the xView3 challenge https://iuu.xview.us/.☆16Updated 2 years ago
- All the useful tools I have been using while working in data science for remote sensing☆11Updated 4 years ago
- Starter-pack for the AI4EO Food Security Challenge☆22Updated last year
- ☆10Updated last year
- FlipnSlide: A Python Package for for Preserving Spatial Context when Preprocessing Large Scientific Images☆12Updated 4 months ago