Presenting an extensive lab- and field-image dataset of crops and weeds for computer vision tasks in agriculture

no code implementations • 12 Aug 2021 • Michael A. Beck, Chen-Yi Liu, Christopher P. Bidinosti, Christopher J. Henry, Cara M. Godee, Manisha Ajmani

These, in total 14, 000 images, had been selected, such that they form a representative sample with respect to plant age and ndividual plants per species.

An embedded system for the automated generation of labeled plant images to enable machine learning applications in agriculture

1 code implementation • 1 Jun 2020 • Michael A. Beck, Chen-Yi Liu, Christopher P. Bidinosti, Christopher J. Henry, Cara M. Godee, Manisha Ajmani

A lack of sufficient training data, both in terms of variety and quantity, is often the bottleneck in the development of machine learning (ML) applications in any domain.

Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders

1 code implementation • ACL 2018 • Yansen Wang, Chen-Yi Liu, Minlie Huang, Liqiang Nie

Asking good questions in large-scale, open-domain conversational systems is quite significant yet rather untouched.

Question Generation Question-Generation +1