Paulymorphous / skeyenet
Road and Building Segmentation in Satellite Imagery
☆135Updated last year
Related projects ⓘ
Alternatives and complementary repositories for skeyenet
- Road Detection from satellite images using U-Net.☆55Updated 10 months ago
- Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.☆187Updated last year
- Experiments with satellite image data☆119Updated 5 years ago
- Baseline localization and classification models for the xView 2 challenge.☆201Updated last year
- 8th place solution to Zindi's FarmPin Crop Detection Challenge☆137Updated 4 years ago
- Automated Building Detection using Deep Learning☆96Updated 2 years ago
- Satellite Image Classification using semantic segmentation methods in deep learning☆302Updated last year
- Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)☆191Updated 3 years ago
- Road network extraction from satellite imagery, with speed and travel time estimates☆186Updated 2 years ago
- We propose a simple yet efficient technique to leverage semantic segmentation model to extract and separate individual buildings in dense…☆91Updated 2 years ago
- Deep learning courses and projects☆97Updated 6 years ago
- VGG-16 Model to Segment Rooftops from Aerial Imagery☆30Updated last year
- Dstl Satellite Imagery Feature Detection☆144Updated 7 years ago
- Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet☆309Updated 5 years ago
- Deep learning pretrained model on satellite imagery (Sentinel-2)☆78Updated 5 years ago
- Satellite image processing pipeline to classify land-cover and land-use☆81Updated 7 years ago
- This data set includes Landsat 8 images and their manually extracted pixel-level ground truths for cloud detection.☆150Updated 4 years ago
- Deep Semangtic segmentation of Worldview-3 satellite images using a U-net (DSTL kaggle competition)☆25Updated 4 years ago
- 🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis☆391Updated last year
- 1st place solution for "xView2: Assess Building Damage" challenge.☆66Updated 3 years ago
- DroneDeploy Machine Learning Segmentation Benchmark☆217Updated 2 years ago
- Urban change model designed to identify changes across 2 timestamps☆61Updated last year
- ☆51Updated last year
- Convolutional NN for change detection☆22Updated 5 years ago
- Tree detection from aerial imagery in Python☆239Updated this week
- Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches …☆79Updated last year
- Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.☆151Updated last year
- This study investigates the aspect of localizing and counting trees using satellite images to create an inventory of incoming and outgoin…☆73Updated 2 years ago
- Using Pytorch implementation of U-Net architecture for road and building extraction☆119Updated 5 years ago