ternaus / kaggle_dstl_submission
Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge
☆167Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for kaggle_dstl_submission
- Dstl Satellite Imagery Feature Detection☆144Updated 7 years ago
- Kaggle DSTL Satellite Imagery Feature Detection☆207Updated 6 years ago
- Building detector algorithms from second SpaceNet Challenge☆192Updated 4 years ago
- Mask-RCNN baseline for the crowdAI Mapping Challenge☆256Updated 3 years ago
- The open source repository for the Kaggle Amazon forest devastation competition https://www.kaggle.com/c/planet-understanding-the-amazon-…☆127Updated 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…☆248Updated 5 years ago
- Winning Solutions from SpaceNet Road Detection and Routing Challenge☆205Updated last year
- TernausNetV2: Fully Convolutional Network for Instance Segmentation☆547Updated 4 years ago
- Open solution to the Mapping Challenge☆381Updated 3 years ago
- Winning building footprint detector implementations from the SpaceNet challenges.☆156Updated 7 years ago
- Winning algorithms for the SpaceNet 4: Off-Nadir Building Footprint Detection Challenge☆173Updated 4 years ago
- Space Net Three Competition code☆93Updated 6 years ago
- Experiments with satellite image data☆119Updated 5 years ago
- Deep networks for Earth Observation☆476Updated 5 years ago
- A Tensorflow implentation of light UNet framework for remote sensing semantic segmentation task.☆139Updated 4 years ago
- Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet☆309Updated 5 years ago
- SegNet-Basic with Keras☆83Updated 7 years ago
- Code for satellite image segmentation using Unet or Mask RCNN and comparing these two approaches.☆98Updated 6 years ago
- YOLO/YOLOv2 inspired deep network for object detection on satellite images (Tensorflow, Numpy, Pandas).☆121Updated 7 years ago
- Satellite Image Classification using semantic segmentation methods in deep learning☆302Updated last year
- Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.☆363Updated 5 years ago
- Viewer for Azavea's work on the ISPRS Potsdam image segmentation contest☆22Updated 6 years ago
- List of labelled remote sensing datasets for use in deep learning.☆57Updated 7 years ago
- Python code to evaluate the APLS metric☆105Updated 4 years ago
- Road Segmentation in Satellite Aerial Images☆57Updated 4 years ago
- Open source notebooks to create state-of-the-art detection, segmentation, & classification of buildings on drone/aerial imagery with deep…☆195Updated 4 years ago
- Baseline models, scoring, and inference for the xView 2018 Challenge (i.e., xview1)☆76Updated 6 years ago
- Satellite Imagery Feature Detection (68 out of 419)☆31Updated 8 months ago
- 2nd place solution for Xview2 challenge https://xview2.org/☆57Updated 4 years ago