Agriculture 4.0 is transforming farming livelihoods thanks to the development and adoption
of technologies such as artificial intelligence, the Internet of Things and robotics, traditionally …

Purpose Computer vision in drones has gained a lot of attention from artificial intelligence
researchers. Providing intelligence to drones will resolve many real-time problems …

As one of the representative algorithms of deep learning, a convolutional neural network
(CNN) with the advantage of local perception and parameter sharing has been rapidly …

Aerial object detection, as object detection in aerial images captured from an overhead
perspective, has been widely applied in urban management, industrial inspection, and other …

Forward estimates of harvest load require information on fruit size as well as number. The
task of sizing fruit and vegetables has been automated in the packhouse, progressing from …

Pumpkins are a nutritious and globally enjoyed fruit for their rich and earthy flavor. The
biophysical properties of pumpkins play an important role in determining their yield …

Agriculture practices in monocropping need to become more sustainable and one of the
ways to achieve this is to reintroduce intercropping. However, quantitative data to evaluate …

In the context of increasing global population and climate change, modern agriculture must
enhance production efficiency. Vegetables production is crucial for human nutrition and has …

The paper presents a pumpkin yield estimation method using images acquired by a UAV.
The processing pipeline is fully automated. It consists of orthomosaic generation, a color …

In the field of agriculture, fruit grading and vegetable classification is an important and
challenging task. The current fruit and vegetable classifications are done manually, which …