Combining Transformers and CNNs for Efficient Object Detection in High-Resolution Satellite Imagery

Nicolas Drapier, Aladine Chetouani, Aurélien Chateigner

We present GLOD, a transformer-first architecture for object detection in high-resolution satellite imagery. GLOD replaces CNN backbones with a Swin Transformer for end-to-end feat…