Beyond ImageNet in Remote Sensing : Looking for a better backbone in the field of remote sensing field beyond ImageNet.
Introduction
Implementation
- Simclr : A Simple Framework for Contrastive Learning of Visual Representations
- BYOL : Bootstrap your own latent: A new approach to self-supervised Learning
- MOCO V3 : An Empirical Study of Training Self-Supervised Vision Transformers
- Dino : Emerging Properties in Self-Supervised Vision Transformers
Reference
- https://github.com/open-mmlab/mmcv
- https://github.com/open-mmlab/mmselfsup
- https://github.com/facebookresearch/dino
- https://github.com/open-mmlab/mmclassification
- https://github.com/open-mmlab/mmdetection
- https://github.com/open-mmlab/mmrotate
- https://captain-whu.github.io/DOTA/dataset.html
