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An online fruit counting application in apple orchards
2023Crop load and production estimation is a crucial aspect for modern farms during the whole growing period. This work presents a fruit recognition and tracking system to allow precise counting of fruits in real-time while traversing the orchard doing the appropriate farming tasks.
D. Mengoli +6 more
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Deep Learning with Data Augmentation for Fruit Counting
2020Counting the number of fruits in an image is important for orchard management, but is complex due to different challenging problems such as overlapping fruits and the difficulty to create large labeled datasets. In this paper, we propose the use of a data-augmentation technique that creates novel images by adding a number of manually cropped fruits to ...
Pornntiwa Pawara +3 more
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Weakly Supervised Fruit Counting for Yield Estimation Using Spatial Consistency [PDF]
IEEE Robotics and Automation Letters, 2019 https://youtu.be ...
Enrico Bellocchio +2 more
exaly +5 more sources
Fruit Count, Fruit Weight, and Yield Relationships in `Delicious' Apple Trees on Nine Rootstock [PDF]
Hortscience: A Publication of the American Society for Hortcultural Science, 1993 Annual yields per tree for `Starkspur Supreme Delicious' apple (Malus domestica Borkh.) trees on nine size-controlling rootstock were related linearly to number of fruit per tree at harvest each year, independent of rootstock. Mean fruit weight was inversely and less closely related to number
D C Elfving
exaly +2 more sources
Automatic Fruit Count on Coffee Branches Using Computer Vision
Computers and Electronics in Agriculture, 2017A system to count the number of fruits on a coffee branch in field conditions.A technique that detects occluded and unoccluded fruits in field images.A technique that classifies fruits as either harvestable or not harvestable.A model that relates 1-by-1 the number of observed fruits and measurement fruits.A system in field to measure the number of ...
Paula Jimena Ramos Giraldo +3 more
exaly +2 more sources
Automatic fruit recognition and counting from multiple images
Biosystems Engineering, 2014In our post-genomic world, where we are deluged with genetic information, the bottleneck to scientific progress is often phenotyping, i.e. measuring the observable characteristics of living organisms, such as counting the number of fruits on a plant. Image analysis is one route to automation.
Song, Y. +5 more
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A Random Forest Based Smart Fruit Counting
2022 Second International Conference on Artificial Intelligence and Smart Energy (ICAIS), 2022R. Pavithra, P.Sugantha Priyadharshini
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