Research on the Application of Rigid-flexible Compound Driven Fruit Picking Robot Design in Realizing Fruit Picking

نویسندگان

چکیده

Abstract This article mainly designs an efficient fruit picking robot that combines rigidity and flexibility. The design of the adopts a mechanical arm with 5 degrees freedom for mecanum wheel. is equipped gripper made using artificial muscle technology. ZED2 binocular vision system used to obtain spatial coordinates realize positioning arm. Video image acquisition. In order automatic recognition strawberries, this paper creates strawberry training set, uses yolov3 algorithm train data obtains model, which has recall rate larger strawberries immature precision reached 90%, detection small target more than 80%. It can Meet requirements in real life.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Novel Portable Scissors-Type Fruit Picking Device

At present, the fruit picking in most countries still largely relies on manual operation. Manual fruit picking can protect the fruits from damage during the operation process. However, it is time-consuming and labor-intensive, and poses a potential safety risk to the workers while working at heights not reachable. Therefore, a variety of fruit picking machines and platforms have been developed ...

متن کامل

Spotting fruit versus picking fruit as the selective advantage of human colour vision

The spatiochromatic properties of the red-green dimension of human colour vision appear to be optimized for picking fruit in leaves at about arms' reach. However, other evidence suggests that the task of spotting fruit from a distance might be more important. This discrepancy may arise because the task a system (e.g. human trichromacy) is best at is not necessarily the same task where the large...

متن کامل

Modular Decentralized Control of Fruit Picking Redundant Manipulator

Industry requires automatic fruit picking due to increasing labour costs and human variability in picking skill. This requires motion of a manipulator in unmapped dynamic environments that has hyper-redundancy to find its way successfully through leaves and branches. This paper uses a modular arm technique to generate kinematic redundancy in constructing and controlling a fruit picking arm that...

متن کامل

Autonomous Fruit Picking Machine: A Robotic Apple Harvester

HAL is a multidisciplinary open access archive for the deposit and dissemination of scientific research documents, whether they are published or not. The documents may come from teaching and research institutions in France or abroad, or from public or private research centers. L'archive ouverte pluridisciplinaire HAL, est destinée au dépôt età la diffusion de documents scientifiques de niveau r...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Journal of physics

سال: 2021

ISSN: ['0022-3700', '1747-3721', '0368-3508', '1747-3713']

DOI: https://doi.org/10.1088/1742-6596/1952/2/022071