CN107185184A - A kind of ball automatic collecting cart based on machine learning - Google Patents

A kind of ball automatic collecting cart based on machine learning Download PDF

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Publication number
CN107185184A
CN107185184A CN201710465797.6A CN201710465797A CN107185184A CN 107185184 A CN107185184 A CN 107185184A CN 201710465797 A CN201710465797 A CN 201710465797A CN 107185184 A CN107185184 A CN 107185184A
Authority
CN
China
Prior art keywords
ball
container
machine learning
collecting cart
automatic collecting
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201710465797.6A
Other languages
Chinese (zh)
Inventor
朱红军
钱鹰
贾朝龙
刘歆
叶青青
夏璨
刘微微
王茂瑞
冯相辉
孙惟智
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Chongqing University of Post and Telecommunications
Original Assignee
Chongqing University of Post and Telecommunications
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Chongqing University of Post and Telecommunications filed Critical Chongqing University of Post and Telecommunications
Priority to CN201710465797.6A priority Critical patent/CN107185184A/en
Publication of CN107185184A publication Critical patent/CN107185184A/en
Pending legal-status Critical Current

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Classifications

    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B47/00Devices for handling or treating balls, e.g. for holding or carrying balls
    • A63B47/02Devices for handling or treating balls, e.g. for holding or carrying balls for picking-up or collecting
    • A63B47/021Devices for handling or treating balls, e.g. for holding or carrying balls for picking-up or collecting for picking-up automatically, e.g. by apparatus moving over the playing surface

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  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Physical Education & Sports Medicine (AREA)
  • Toys (AREA)

Abstract

The present invention relates to a kind of ball automatic collecting cart based on machine learning, belong to athletic equipment field.The device includes container, active direction wheel, driven pulley, vision sensor A, vision sensor B, preposition radar, rearmounted radar, motor A, differential mechanism, electric push rod, groove profile banister brush, containing box, central control unit.The device carries the ball identifying system of intelligence of visually-perceptible, can independently collect ball, people is freed from heavy ball collection work, so as to improve training athlete efficiency.

Description

A kind of ball automatic collecting cart based on machine learning
Technical field
The invention belongs to athletic equipment field, it is related to a kind of ball automatic collecting cart based on machine learning.
Background technology
At present, ball collecting cart is all manually collected to collect manually, it is necessary to utilize, and have impact on the effect of training athlete Rate.Utility model patent CN205815019 U disclose a kind of auto-manual ball collector, but it is only limitted to a kind of machinery knot Structure, lacks ball intelligent identifying system, it is impossible to realize ball automatically collecting.
The content of the invention
In view of this, it is an object of the invention to provide a kind of ball automatic collecting cart based on machine learning, realize certainly It is main to collect ball, solve and how to recognize ball in different distance under complex scene, ten course of action footpaths how are planned automatically, such as How the mechanical structure of what ball pickup of design, design the technical problem such as be monolithically fabricated of ball autonomous collection system.
To reach above-mentioned purpose, the present invention provides following technical scheme:
A kind of ball automatic collecting cart based on machine learning, including container, active direction wheel, driven pulley, vision are passed Sensor A, vision sensor B, preposition radar, rearmounted radar, motor A, differential mechanism, electric push rod, groove profile banister brush, storage Case, central control unit;
The central control unit is located in container, for all Electronic control and Row control;The masters It is located at the container base to wheel and the driven pulley, the motor A and differential mechanism drive the active direction wheel movement And steering;The vision sensor A and vision sensor B is located at both sides in front of the container, for perceiving environment;Institute Preposition radar is stated in front of the container, the rearmounted radar is located at the rear container, for perceiving the packaging Whether case front and back have shelter;The top junction of the containing box and the container is hinge connection, lower section junction Connected for axle;The electric push rod is located in front of the container, connects the container and the groove profile banister brush, passes through Hinge connection mode controls the groove profile banister brush that ball is swept into the containing box.
Further, baffle plate is opened in the containing box bottom provided with automatically controlled, when the ball in the containing box reaches certain amount Afterwards, the motor B located at top drives rope that the containing box is pulled up into highest point along stopper slot, open it is described it is automatically controlled can Baffle plate is opened, ball is poured into the container.
Further, the ball hole of the containing box is provided with anti-rollback slope.
Further, the bristle of the groove profile banister brush is elastic bristles.
Further, the perception environment is former by binocular stereo vision to identify ball type by machine learning method Reason determines the distance of ball.
Further, the automatically controlled folding angle for driving baffle plate towards the container is 30 °~80 °, according to pickup not Maximum folding angle is adjusted during with ball;Folding powers up adhesive by magnet control, and power-off is then opened under gravity.
Further, the Row control is ball identification and path planning.
Further, the ball identification types include tennis, table tennis, vollyball, golf, basketball, football, croquet, Handball, ice hockey, baseball, softball, billiard ball, cricket, hockey, water polo, polo, bowling, marble.
The beneficial effects of the present invention are:It is automatic to carry out Intelligent Recognition and collection to ball, so as to improve training athlete Efficiency.
Brief description of the drawings
In order that the purpose of the present invention, technical scheme and beneficial effect are clearer, the present invention provides drawings described below and carried out Explanation:
Fig. 1 is schematic structural view of the invention.
Embodiment
Below in conjunction with accompanying drawing, the preferred embodiments of the present invention are described in detail.
As shown in figure 1, a kind of ball automatic collecting cart based on machine learning, including it is container, active direction wheel, driven Wheel, vision sensor A, vision sensor B, preposition radar, rearmounted radar, motor A, differential mechanism, electric push rod, groove profile are soft Hairbrush, containing box, central control unit;
The central control unit is located in container, for all Electronic control and Row control;The masters It is located at the container base to wheel and the driven pulley, the motor A and differential mechanism drive the active direction wheel movement And steering;The vision sensor A and vision sensor B is located at both sides in front of the container, for perceiving environment;Institute Preposition radar is stated in front of the container, the rearmounted radar is located at the rear container, for perceiving the packaging Whether case front and back have shelter;The top junction of the containing box and the container is hinge connection, lower section junction Connected for axle;The electric push rod is located in front of the container, connects the container and the groove profile banister brush, passes through Hinge connection mode controls the groove profile banister brush that ball is swept into the containing box.
Baffle plate is opened in the containing box bottom provided with automatically controlled, after the ball in the containing box reaches certain amount, is located at The motor B at top drives rope that the containing box is pulled up into highest point along stopper slot, open it is described it is automatically controlled open baffle plate, Ball is poured into the container.
The ball hole of the containing box is provided with anti-rollback slope.
The bristle of the groove profile banister brush is elastic bristles.
The perception environment determines ball to identify ball type by machine learning method by binocular stereo vision principle Distance.
The automatically controlled folding angle for driving baffle plate towards the container is 30 °~80 °, is adjusted according to when picking up different balls Whole maximum folding angle;Folding powers up adhesive by magnet control, and power-off is then opened under gravity.
The Row control is ball identification and path planning.
Further, the ball identification types include tennis, table tennis, vollyball, golf, basketball, football, croquet, Handball, ice hockey, baseball, softball, billiard ball, cricket, hockey, water polo, polo, bowling, marble.
Finally illustrate, preferred embodiment above is merely illustrative of the technical solution of the present invention and unrestricted, although logical Cross above preferred embodiment the present invention is described in detail, it is to be understood by those skilled in the art that can be Various changes are made to it in form and in details, without departing from claims of the present invention limited range.

Claims (8)

1. a kind of ball automatic collecting cart based on machine learning, it is characterised in that:Including container, active direction wheel, driven Wheel, vision sensor A, vision sensor B, preposition radar, rearmounted radar, motor A, differential mechanism, electric push rod, groove profile are soft Hairbrush, containing box, central control unit;
The central control unit is located in container, for all Electronic control and Row control;The active direction wheel It is located at the container base with the driven pulley, the motor A and differential mechanism drive the active direction wheel movement and turned To;The vision sensor A and vision sensor B is located at both sides in front of the container, for perceiving environment;Before described Radar is put in front of the container, the rearmounted radar is located at the rear container, for perceiving before the container Whether rear has shelter;The top junction of the containing box and the container is hinge connection, and lower section junction is axle Connection;The electric push rod is located in front of the container, connects the container and the groove profile banister brush, passes through hinge Connected mode controls the groove profile banister brush that ball is swept into the containing box.
2. a kind of ball automatic collecting cart based on machine learning as claimed in claim 1, it is characterised in that:The containing box Baffle plate is opened in bottom provided with automatically controlled, after the ball in the containing box reaches certain amount, and the motor B located at top, which drives, to be carried The containing box is pulled up to highest point by drawstring along stopper slot, open it is described it is automatically controlled open baffle plate, ball is poured into the container It is interior.
3. a kind of ball automatic collecting cart based on machine learning as claimed in claim 1, it is characterised in that:The containing box Ball hole be provided with anti-rollback slope.
4. a kind of ball automatic collecting cart based on machine learning as claimed in claim 1, it is characterised in that:The groove profile is soft The bristle of hairbrush is elastic bristles.
5. a kind of ball automatic collecting cart based on machine learning as claimed in claim 1, it is characterised in that:The perception ring Border determines the distance of ball by binocular stereo vision principle to identify ball type by machine learning method.
6. a kind of ball automatic collecting cart based on machine learning as claimed in claim 1, it is characterised in that:It is described it is automatically controlled can The folding angle for driving baffle plate towards the container is 30 °~80 °, according to adjustment maximum folding angle when picking up different balls;Open Close by magnet control, power up adhesive, power-off is then opened under gravity.
7. a kind of ball automatic collecting cart based on machine learning as claimed in claim 1, it is characterised in that:The flow control It is made as ball identification and path planning.
8. a kind of ball automatic collecting cart based on machine learning as claimed in claim 1, it is characterised in that:The ball knowledge Other type include tennis, table tennis, vollyball, golf, basketball, football, croquet, handball, ice hockey, baseball, softball, billiard ball, Cricket, hockey, water polo, polo, bowling, marble.
CN201710465797.6A 2017-06-19 2017-06-19 A kind of ball automatic collecting cart based on machine learning Pending CN107185184A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201710465797.6A CN107185184A (en) 2017-06-19 2017-06-19 A kind of ball automatic collecting cart based on machine learning

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201710465797.6A CN107185184A (en) 2017-06-19 2017-06-19 A kind of ball automatic collecting cart based on machine learning

Publications (1)

Publication Number Publication Date
CN107185184A true CN107185184A (en) 2017-09-22

Family

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CN201710465797.6A Pending CN107185184A (en) 2017-06-19 2017-06-19 A kind of ball automatic collecting cart based on machine learning

Country Status (1)

Country Link
CN (1) CN107185184A (en)

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108499055A (en) * 2018-04-11 2018-09-07 许昌学院 A kind of volleyball training vollyball vehicle
CN108635782A (en) * 2018-05-14 2018-10-12 北京工业大学 Water polo machine for automatically recovering device people
CN108970042A (en) * 2018-09-02 2018-12-11 杨智楷 Indoor intelligent basketball collects cleaning and orientation grenade instrumentation
CN109191679A (en) * 2018-09-29 2019-01-11 南宁学院 A kind of folding seat vending machine
CN109224405A (en) * 2018-10-16 2019-01-18 广西科技大学 A kind of new type auto ball picking robot
CN111481895A (en) * 2020-05-18 2020-08-04 华东师范大学附属枫泾中学 Automatic table tennis ball collecting method, system, storage medium, equipment and device

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CN106422227A (en) * 2016-12-08 2017-02-22 湖南师范大学 Shuttlecock collecting device for badminton training ground
CN106422228A (en) * 2016-12-08 2017-02-22 湖南师范大学 Portable ball picking device for badminton hall
CN206095035U (en) * 2016-10-14 2017-04-12 周志锐 Receipts football shirt is put
CN106621240A (en) * 2016-12-29 2017-05-10 河南科技大学 Intelligent vehicle system capable of picking up balls automatically
CN106730685A (en) * 2017-01-09 2017-05-31 上海电力学院 Tennis identification based on sensor instrument distance, automatic picking machine people
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CN201799072U (en) * 2010-08-10 2011-04-20 刘峰 Automatic ping-pong ball picking device
KR20150116306A (en) * 2014-04-07 2015-10-15 김민자 Apparatus supplying with golf ball
CN206095035U (en) * 2016-10-14 2017-04-12 周志锐 Receipts football shirt is put
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CN106823314A (en) * 2017-03-22 2017-06-13 桂林电子科技大学 A kind of full-automatic night of trunk-type reclaims golf robot

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Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108499055A (en) * 2018-04-11 2018-09-07 许昌学院 A kind of volleyball training vollyball vehicle
CN108635782A (en) * 2018-05-14 2018-10-12 北京工业大学 Water polo machine for automatically recovering device people
CN108970042A (en) * 2018-09-02 2018-12-11 杨智楷 Indoor intelligent basketball collects cleaning and orientation grenade instrumentation
CN108970042B (en) * 2018-09-02 2020-12-08 杨智楷 Indoor intelligent basketball collecting, cleaning and directional projection device
CN109191679A (en) * 2018-09-29 2019-01-11 南宁学院 A kind of folding seat vending machine
CN109224405A (en) * 2018-10-16 2019-01-18 广西科技大学 A kind of new type auto ball picking robot
CN109224405B (en) * 2018-10-16 2024-02-20 广西科技大学 Novel automatic ball picking robot
CN111481895A (en) * 2020-05-18 2020-08-04 华东师范大学附属枫泾中学 Automatic table tennis ball collecting method, system, storage medium, equipment and device

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Application publication date: 20170922