Search Results for author: Heather K. Manching

Found 2 papers, 1 papers with code

Few-Shot Fruit Segmentation via Transfer Learning

1 code implementation4 May 2024 Jordan A. James, Heather K. Manching, Amanda M. Hulse-Kemp, William J. Beksi

By leveraging pre-trained neural networks, accurate semantic segmentation of fruit in the field is achieved with only a few labeled images.

Few-Shot Semantic Segmentation Scene Parsing +3

CitDet: A Benchmark Dataset for Citrus Fruit Detection

no code implementations11 Sep 2023 Jordan A. James, Heather K. Manching, Matthew R. Mattia, Kim D. Bowman, Amanda M. Hulse-Kemp, William J. Beksi

Concretely, we provide high-resolution images of citrus trees located in an area known to be highly affected by HLB, along with high-quality bounding box annotations of citrus fruit.

object-detection Object Detection

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