aurotripathy / ssd-spacenet
Detect buildings in the Spacenet satellite imagery dataset using Single Shot MultiBox Detector (SSD)
☆57Updated 8 years ago
Alternatives and similar repositories for ssd-spacenet:
Users that are interested in ssd-spacenet are comparing it to the libraries listed below
- Scripts for setting up the SpaceNet dataset for training a SegNet model☆43Updated 8 years ago
- SegNet-like network implemented in TensorFlow to use for segmenting aerial images☆102Updated 6 years ago
- Semantic Segmentation for Aerial Imagery using Convolutional Neural Network☆27Updated 8 years ago
- Baseline models, scoring, and inference for the xView 2018 Challenge (i.e., xview1)☆77Updated 6 years ago
- SegNet-Basic with Keras☆83Updated 8 years ago
- ☆24Updated 7 years ago
- ☆46Updated 7 years ago
- This is a tutorial on training a network to detect buildings with the SpaceNet data.☆25Updated 6 years ago
- Deep learning for semantic segmentation of satellite imagery☆10Updated last year
- Semantic segmentation with dilated convolution in keras☆14Updated 7 years ago
- Road Segmentation in Satellite Aerial Images☆59Updated 4 years ago
- OSMDeepOD - OpenStreetMap (OSM) and Machine Learning (Deep Learning) based Object Detection from Aerial Imagery (Formerly also known as "…☆194Updated 2 years ago
- Semantic Segmentation for Aerial / Satellite Images with Convolutional Neural Networks including an unofficial implementation of Volodymy…☆261Updated 3 years ago
- ☆32Updated 6 years ago
- Broad Area Satellite Imagery Semantic Segmentation☆24Updated 6 years ago
- Packages intended to assist in the preprocessing of SpaceNet satellite imagery data corpus to a format that is consumable by machine lear…☆249Updated 5 years ago
- ☆41Updated 7 years ago
- Building detector algorithms from second SpaceNet Challenge☆192Updated 4 years ago
- Cars Overhead With Context related scripts described in Mundhenk et al. 2016 ECCV.☆113Updated 4 years ago
- The purpose of the visualizer application is to let you view 3-band and 8-band images, view ground truth building footprints and your sol…☆18Updated 8 years ago
- ☆31Updated 8 years ago
- Winning building footprint detector implementations from the SpaceNet challenges.☆157Updated 8 years ago
- YOLO/YOLOv2 inspired deep network for object detection on satellite images (Tensorflow, Numpy, Pandas).☆122Updated 7 years ago
- Space Net Three Competition code☆92Updated 7 years ago
- A collection of Machine Learning Tools for object detection and classification on DG imagery.☆81Updated 4 years ago
- Starter kit for getting started in the crowdAI Mapping Challenge☆39Updated 6 years ago
- Labeled training data for detection of aircraft in Planet satellite imagery☆30Updated 4 years ago
- Kaggle DSTL Satellite Imagery Feature Detection☆207Updated 6 years ago
- 6th place solution☆17Updated 7 years ago
- 9th place solution in "Dstl Satellite Imagery Feature Detection"☆84Updated 8 years ago