[HTML][HTML] Precision agriculture using IoT data analytics and machine learning
In spite of the insight commonality may have concerning agrarian practice, fact is that
nowadays agricultural science diligence is accurate, precise, data-driven, and vigorous than …
nowadays agricultural science diligence is accurate, precise, data-driven, and vigorous than …
Precision farming at the nexus of agricultural production and the environment
Precision farming enables agricultural management decisions to be tailored spatially and
temporally. Site-specific sensing, sampling, and managing allow farmers to treat a field as a …
temporally. Site-specific sensing, sampling, and managing allow farmers to treat a field as a …
Fruit yield prediction and estimation in orchards: A state-of-the-art comprehensive review for both direct and indirect methods
L He, W Fang, G Zhao, Z Wu, L Fu, R Li… - … and Electronics in …, 2022 - Elsevier
Orchard pre-harvest yield data is important for fruit growers, which can be used for economic
benefit evaluation, management mode adjustment and so on. However, traditional manual …
benefit evaluation, management mode adjustment and so on. However, traditional manual …
Agricultural robotics: the future of robotic agriculture
Agri-Food is the largest manufacturing sector in the UK. It supports a food chain that
generates over {\pounds} 108bn pa, with 3.9 m employees in a truly international industry …
generates over {\pounds} 108bn pa, with 3.9 m employees in a truly international industry …
Image segmentation for fruit detection and yield estimation in apple orchards
S Bargoti, JP Underwood - Journal of Field Robotics, 2017 - Wiley Online Library
Ground vehicles equipped with monocular vision systems are a valuable source of high‐
resolution image data for precision agriculture applications in orchards. This paper presents …
resolution image data for precision agriculture applications in orchards. This paper presents …
Deep learning techniques for estimation of the yield and size of citrus fruits using a UAV
Accurate and early estimation of citrus yields is important for both producers and agricultural
cooperatives to be competitive and make informed decisions when selling their products …
cooperatives to be competitive and make informed decisions when selling their products …
Recognition of bloom/yield in crop images using deep learning models for smart agriculture: A review
B Darwin, P Dharmaraj, S Prince, DE Popescu… - Agronomy, 2021 - mdpi.com
Precision agriculture is a crucial way to achieve greater yields by utilizing the natural
deposits in a diverse environment. The yield of a crop may vary from year to year depending …
deposits in a diverse environment. The yield of a crop may vary from year to year depending …
Apple flower detection using deep convolutional networks
To optimize fruit production, a portion of the flowers and fruitlets of apple trees must be
removed early in the growing season. The proportion to be removed is determined by the …
removed early in the growing season. The proportion to be removed is determined by the …
Orchard management with small unmanned aerial vehicles: A survey of sensing and analysis approaches
Advances in sensor miniaturization are increasing the global popularity of unmanned aerial
vehicle (UAV)-based remote sensing applications in many domains of agriculture. Fruit …
vehicle (UAV)-based remote sensing applications in many domains of agriculture. Fruit …
Instance segmentation of apple flowers using the improved mask R–CNN model
Y Tian, G Yang, Z Wang, E Li, Z Liang - Biosystems engineering, 2020 - Elsevier
Highlights•An improved Mask R–CNN model processed by U-Net method.•Realising
instance segmentation of apple flowers in three different growth stages.•Combining growth …
instance segmentation of apple flowers in three different growth stages.•Combining growth …