Semi-Self-Supervised Domain Adaptation: Developing Deep Learning Models with Limited Annotated Data for Wheat Head Segmentation

no code implementations • 12 May 2024 • Alireza Ghanbari, Gholamhassan Shirdel, Farhad Maleki

Using only three manually annotated images and a selection of video clips from wheat fields, we generated a large-scale computationally annotated dataset of image-mask pairs and a large dataset of unannotated images extracted from video frames.

Decoder Domain Adaptation