Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images

17 August 2021

Papers citing "Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images"

4 / 4 papers shown

Title
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works Chao Tao Ji Qi Mingning Guo Qing Zhu Haifeng Li SSL 21 56 0 15 Nov 2022
Self-Supervised Pretraining on Satellite Imagery: a Case Study on Label-Efficient Vehicle Detection Jules Bourcier Thomas Floquet G. Dashyan Tugdual Ceillier Alahari Karteek Jocelyn Chanussot SSL 28 1 0 21 Oct 2022
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,369 0 09 Mar 2020
Detecting Mammals in UAV Images: Best Practices to address a substantially Imbalanced Dataset with Deep Learning B. Kellenberger Diego Marcos D. Tuia 24 261 0 29 Jun 2018