DeepLearning.Earth

Oriented and rotated object detection in aerial and satellite images — notes on the oriented-det package and related work.

June 22, 2026 Oriented-Det v0.1.0 is out — sovereign oriented object detection for EO
Oriented-det v0.1.0 is on PyPI under Apache 2.0 — a lightweight PyTorch library for rotated object detection in aerial and satellite imagery, with DOTA baselines and pretrained weights.
May 28, 2026 Oriented-det is coming: sovereign oriented detection for EO
A sovereign, Apache-licensed oriented detection stack for EO. The June 2026 release shipped as v0.1.0; this note is the motivation, and the series index is the map.
November 16, 2023 Detecting ships in satellite imagery: five years later…
Revisiting ship detection in SPOT imagery — from Kaggle to MMRotate.
February 8, 2023 Is YOLOv8 suitable for satellite imagery?
Tuning YOLOv8 for satellite imagery — what works and what to change.
January 2, 2023 How to choose a deep learning architecture to detect aircrafts in satellite imagery?
Comparing deep learning architectures for aircraft detection in satellite imagery.
June 15, 2022 Oil Storage Detection on Airbus Imagery with YOLOX
Detecting oil storage tanks on Airbus imagery with YOLOX.
September 16, 2021 Detecting aircraft on Airbus Pleiades imagery with YOLOv5
Training YOLOv5 on Airbus Pleiades imagery for aircraft detection.
March 8, 2020 Important Things you should know before Organizing a Kaggle Competition
Lessons from organizing the Airbus ship detection competition on Kaggle.