Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis

Understand

The success of deep learning in visual recognition tasks has driven advancements in multiple fields of research.

• Particularly, increasing attention has been drawn towards its application in agriculture.
• Nevertheless, while visual pattern recognition on farmlands carries enormous economic values, little progress has been made to merge computer vision and crop sciences due to the lack of suitable agricultural image datasets.
• Meanwhile, problems in agriculture also pose new challenges in computer vision.