A machine learning based automatic generation apparatus
By designing an automatic generation device based on machine learning, the problems of limited functionality and inconvenience in folding electronic scales have been solved. This enables multi-functional interconnection and personalized fitness suggestions, improving the portability and user experience of electronic scales.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- BEIJING ERFA AUTOMATION EQUIP CO LTD
- Filing Date
- 2026-05-01
- Publication Date
- 2026-06-12
AI Technical Summary
Existing electronic scales are complex in structure, have limited functions, cannot connect with mobile phones and the Internet, cannot provide personalized fitness advice, and are not easy to fold and take up space.
Design an automatic generation device based on machine learning, including a left pedal, a right pedal, a support rod, a display screen, a central processing unit, a detection module, a storage module, a comparison and analysis module, etc. It uses machine learning to perform human body detection and data analysis, realizes multi-functional interconnection, and has a foldable design.
This invention achieves a foldable and portable multi-functional electronic scale, capable of transmitting personalized fitness suggestions via the network, simplifying operation and improving user experience.
Smart Images
Figure CN122192485A_ABST
Abstract
Description
Technical Field
[0001] This invention relates to the field of machine learning technology, specifically to an automatic generation device based on machine learning. Background Technology
[0002] Electronic scales mainly consist of a load-bearing system, a force transmission and conversion system, and a display system. Only by integrating modern sensor technology, electronic technology, and computer technology can an electronic weighing device meet and solve the requirements of fast, accurate, continuous, and automatic weighing in real life, while effectively eliminating human error. However, electronic scales for weighing the human body have complex structures, cannot connect to mobile phones and the internet, and only have the function of weighing the human body. Their functionality is limited; they cannot learn through network technology to provide different fitness methods and suggestions for different people, nor can they compare the measured information with standard information to allow the user to intuitively see areas for improvement. Furthermore, some electronic scales cannot be folded, as folding is cumbersome, time-consuming, labor-intensive, and space-consuming. Therefore, designing an automatic generation device based on machine learning is essential. Summary of the Invention
[0003] The purpose of this invention is to provide an automatic generation device based on machine learning to solve the problems mentioned in the background art.
[0004] To solve the above-mentioned technical problems, the present invention provides the following technical solution: an automatic generation device based on machine learning, comprising a left pedal, a first support rod, a mounting plate, a display screen, a speaker, a right pedal, a hinge, a mounting slot, a pivot, a connecting rod, a connecting slot, a connecting rod, a stop block, a fixing block, a slot, a support leg, a second support rod, a mounting block, a groove, a baffle, a spring, a central processing unit, a detection module, a storage module, a comparison analysis module, a feedback module, an information transmission module, a voice broadcast module, a display module, a power supply module, a data retrieval module, a network transmission module, and a cloud database. A first support rod is fixedly mounted on the top outer wall of the pedal. A mounting block is welded to one side of the outer wall of the first support rod. A groove is formed on the top outer wall of the mounting block. A second support rod is inserted into the groove. A baffle is welded to the bottom outer wall of the second support rod inside the groove. Springs are sleeved on the two outer walls of the second support rod above the baffle, with the tops of the springs fitting against the top inner wall of the groove. A mounting plate is mounted on the top outer wall of the second support rod outside the groove. A display screen is fixedly mounted on the top outer wall of the mounting plate, located to one side of the display screen. A horn is fixedly mounted on the outer wall. A right pedal is mounted on one side of the outer wall of the first support rod. Two mounting slots are formed on one side of the outer wall of both the left and right pedals. Rotating shafts are rotatably mounted on the inner walls of both sides of the mounting slots. Hinges are fixedly mounted on the outer wall between the rotating shafts. A central processing unit is mounted on one side of the inner wall of the left pedal. A detection module is mounted on the inner wall of the left pedal below the central processing unit. A storage module is mounted on the inner wall of the left pedal below the storage module. A comparison analysis module is installed on the wall. A feedback module is installed on the inner wall of the left pedal below the comparison analysis module. An information transmission module is installed on the inner wall of the right pedal. A power module is installed on the inner wall of the right pedal below the information transmission module. A data retrieval module is installed on the inner wall of the right pedal below the power module. A network transmission module is installed on the inner wall of the right pedal below the power module. A cloud database is installed on the outside of the right pedal.
[0005] According to the above technical solution, the left pedal has symmetrical insertion slots on the outer walls of both sides of the mounting slot, and the right pedal has an insertion rod fixedly installed on one side of the outer wall corresponding to the insertion slot.
[0006] According to the above technical solution, a connecting rod is rotatably mounted on the bottom outer wall of the left pedal, and a stop block is welded on one side of the outer wall of the connecting rod.
[0007] According to the above technical solution, a fixing block is installed and fixed on the bottom outer wall of the right pedal, and a slot is opened on the top outer wall of the fixing block corresponding to the connecting rod.
[0008] According to the above technical solution, four support legs are fixedly installed on the outer wall of the bottom end of the left and right pedals.
[0009] According to the above technical solution, a voice broadcast module is installed on one inner wall of the mounting plate, and a display module is installed on the inner wall of the mounting plate located on the side of the voice broadcast module.
[0010] According to the above technical solution, the information transmission module includes wired transmission, Bluetooth transmission and WIFI transmission.
[0011] Compared with existing technologies, the beneficial effects achieved by this invention are as follows: This invention incorporates hinges on existing electronic scales for easy folding, and is secured by connecting rods and slots. The structure is relatively simple and easy to operate, and it occupies little space when folded. Furthermore, it incorporates additional modules that, in conjunction with these modules, can weigh and detect the human body, perform comparative analysis, and provide reasonable exercise plans and suggestions to different users via network technology. These suggestions are sent to the user's mobile phone or displayed on the electronic scale. With its multiple functions and convenient detection capabilities, this invention is worthy of widespread application. Attached Figure Description
[0012] The accompanying drawings are provided to further illustrate the invention and form part of the specification. They are used in conjunction with embodiments of the invention to explain the invention and do not constitute a limitation thereof. In the drawings: Figure 1 This is a schematic diagram of the overall front view sectional structure of the present invention; Figure 2 This is a schematic diagram of the overall side view sectional structure of the present invention; Figure 3 This is the invention Figure 1 Enlarged structural diagram of region A in the middle; Figure 4 This is the invention Figure 1 Enlarged structural diagram of region B in the middle; Figure 5 This is the invention Figure 2 Enlarged structural diagram of region C in the middle; Figure 6 This is a schematic diagram of the overall internal structure of the present invention; Figure 7 This is a system flowchart of the present invention; In the diagram: 1. Left pedal; 2. First support rod; 3. Mounting plate; 4. Display screen; 5. Speaker; 6. Right pedal; 7. Hinge; 8. Mounting slot; 9. Shaft; 10. Connecting rod; 11. Connecting slot; 12. Connecting rod; 13. Stop block; 14. Fixing block; 15. Slot; 16. Support leg; 17. Second support rod; 18. Mounting block; 19. Groove; 20. Baffle; 21. Spring; 22. Central processing unit; 23. Detection module; 24. Storage module; 25. Comparison and analysis module; 26. Feedback module; 27. Information transmission module; 28. Voice broadcasting module; 29. Display module; 30. Power supply module; 31. Data retrieval module; 32. Network transmission module; 33. Cloud database. Detailed Implementation
[0013] The technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of the present invention, and not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.
[0014] Please see Figure 1-7This invention provides a technical solution: an automatic generation device based on machine learning, comprising a left pedal 1, a first support rod 2, a mounting plate 3, a display screen 4, a speaker 5, a right pedal 6, a hinge 7, a mounting slot 8, a rotating shaft 9, a connecting rod 10, a connecting slot 11, a connecting rod 12, a stop block 13, a fixing block 14, a slot 15, a support leg 16, a second support rod 17, a mounting block 18, a groove 19, a baffle 20, a spring 21, a central processing unit 22, a detection module 23, a storage module 24, a comparison and analysis module 25, a feedback module 26, an information transmission module 27, a voice broadcast module 28, a display module 29, a power module 30, a data retrieval module 31, a network transmission module 32, and a cloud database 33. The left pedal 1 is mounted on its top outer wall. A first support rod 2 is fixedly mounted. A mounting block 18 is welded to one outer wall of the first support rod 2. A groove 19 is formed on the top outer wall of the mounting block 18. A second support rod 17 is inserted into the groove 19. A baffle 20 is welded to the bottom outer wall of the second support rod 17 inside the groove 19. Springs 21 are sleeved on the two outer walls of the second support rod 17 above the baffle 20, and the top of the springs 21 is in contact with the top inner wall of the groove 19. A mounting plate 3 is mounted on the top outer wall of the second support rod 17 outside the groove 19. A display screen 4 is mounted and fixed on the top outer wall of the mounting plate 3. A speaker 5 is mounted and fixed on the outer wall of the mounting plate 3 on one side of the display screen 4. A right pedal 6 is mounted on one outer wall of the first support rod 2. The left pedal 1 and the right pedal 6 are mounted on one outer wall of the first support rod 2. There are two mounting slots 8 on the wall. Rotating shafts 9 are rotatably mounted on the inner walls of both sides of the mounting slots 8. Hinges 7 are fixedly mounted on the outer walls between the rotating shafts 9. A central processing unit 22 is mounted on one inner wall of the left pedal 1. A detection module 23 is mounted on the inner wall of the left pedal 1 below the central processing unit 22. A storage module 24 is mounted on the inner wall of the left pedal 1 below the detection module 23. A comparison analysis module 25 is mounted on the inner wall of the left pedal 1 below the storage module 24. A feedback module 26 is mounted on the inner wall of the left pedal 1 below the comparison analysis module 25. An information transmission module 27 is mounted on one inner wall of the right pedal 6. A feedback module 26 is mounted on the inner wall of the right pedal 6 below the information transmission module 27. A power module 30 is installed on the right pedal 6. A data retrieval module 31 is installed on the inner wall of the right pedal 6 below the power module 30. A power module 30 is installed on the inner wall of the right pedal 6 below the information transmission module 27. A network transmission module 32 is installed on the inner wall of the right pedal 6 below the power module 30. A cloud database 33 is installed on the outside of the right pedal 6. A plug-in slot 11 is symmetrically opened on the outer wall of the left pedal 1 on both sides of the mounting slot 8. A plug-in rod 10 is installed and fixed on the outer wall of the right pedal 6 corresponding to the plug-in slot 11, which facilitates the power interconnection and fixation of the left pedal 1 and the right pedal 6, which is quite practical. A connecting rod 12 is rotatably installed on the outer wall of the bottom end of the left pedal 1. A stop block 13 is welded on the outer wall of the connecting rod 12 for easy fixation, which is also quite practical.A fixing block 14 is installed and fixed on the bottom outer wall of the right pedal 6. A slot 15 is opened on the top outer wall of the fixing block 14 corresponding to the connecting rod 12, which is relatively complete and facilitates installation and fixation. Support legs 16 are installed and fixed on the bottom outer walls of the left pedal 1 and the right pedal 6. There are four support legs 16, which are convenient for support and make the whole system relatively stable. A voice broadcast module 28 is installed on one inner wall of the mounting plate 3. A display module 29 is installed on the inner wall of the mounting plate 3 next to the voice broadcast module 28. The whole system is relatively complete and makes it convenient for people to directly understand the test information. It is quite practical; the information transmission module 27 includes wired transmission, Bluetooth transmission and WIFI transmission, which facilitates information transmission and is quite practical and complete; when using the device, first align the left pedal 1 and the right pedal 6, then insert the plug rod 10 on the right pedal 6 into the plug slot 11, at which point the power is turned on and fixed, and finally snap the connecting rod 12 into the slot 15 on the fixing block 14 to fix it, and then rotate the mounting plate 3 to align the mounting plate 3 with the right pedal 6. Due to the elastic force of the spring 21, the mounting plate 3 will be fixed. When a person steps on the left pedal with both feet respectively When the right pedal is engaged (1) and the right pedal is engaged (6), the power module 30 provides power to all modules and detection devices to ensure their normal operation. The central processing unit 22 controls the weight detector, fat detector, heart rate detector, and temperature detector in the detection module 23 to perform weight, fat, heart rate, and temperature detections on the human body, respectively. The detected data is then input into the comparison analysis module 25. The central processing unit 22 controls the storage module 24 to store the newly detected information and inputs previous body detection information into the comparison analysis module 25. The central processing unit 22 controls the control data retrieval module 31 to retrieve the large amount of standard body detection data from the cloud database 33 via the network transmission module 32 and input it into the comparison analysis module 25. The newly measured information is then compared and analyzed with previous detection information and standard information. The analysis results are intelligently processed and input into the feedback module 26, which in turn inputs the information into the information transmission module 27. The information is then displayed on the display module 29, broadcast by the voice broadcast module 28, and can also be transmitted to a mobile phone.
[0015] It should be noted that, in this document, relational terms such as "first" and "second" are used only to distinguish one entity or operation from another, and do not necessarily require or imply any such actual relationship or order between these entities or operations. Furthermore, the terms "comprising," "including," or any other variations thereof are intended to cover non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements includes not only those elements but also other elements not expressly listed, or elements inherent to such process, method, article, or apparatus.
[0016] Finally, it should be noted that the above descriptions are merely preferred embodiments of the present invention and are not intended to limit the present invention. Although the present invention has been described in detail with reference to the foregoing embodiments, those skilled in the art can still modify the technical solutions described in the foregoing embodiments or make equivalent substitutions for some of the technical features. Any modifications, equivalent substitutions, improvements, etc., made within the spirit and principles of the present invention should be included within the protection scope of the present invention.
Claims
1. An automatic generation device based on machine learning, comprising a left pedal (1), a first support rod (2), a mounting plate (3), a display screen (4), a horn (5), a right pedal (6), a hinge (7), a mounting slot (8), a rotating shaft (9), a plug rod (10), a plug slot (11), a connecting rod (12), a stop block (13), a fixing block (14), a slot (15), a support leg (16), a second support rod (17), a mounting block (18), a groove (19), a baffle (20), a spring (21), a central processing unit (22), a detection module (23), a storage module (24), a comparison analysis module (25), a feedback module (26), an information transmission module (27), a voice broadcast module (28), a display module (29), a power supply module (30), a data retrieval module (31), a network transmission module (32), and a cloud database (33), characterized in that: A first support rod (2) is fixedly installed on the top outer wall of the left pedal (1). A mounting block (18) is welded to one side outer wall of the first support rod (2). A groove (19) is provided on the top outer wall of the mounting block (18). A second support rod (17) is inserted into the groove (19). A baffle (20) is welded to the bottom outer wall of the second support rod (17) inside the groove (19). Springs (21) are sleeved on the two outer walls of the second support rod (17) above the baffle (20), and the top of the springs (21) is in contact with the top inner wall of the groove (19). The second support rod (17) is mounted on the top outer wall of the groove (19) with a plate (3). A display screen (4) is fixed on the top outer wall of the mounting plate (3). A speaker (5) is fixed on the outer wall of the mounting plate (3) on one side of the display screen (4). A right pedal (6) is mounted on one side outer wall of the first support rod (2). There are two mounting grooves (8) on the outer walls of the left pedal (1) and the right pedal (6). A rotating shaft (9) is rotatably mounted on the inner walls of both sides of the mounting groove (8). A mounting shaft (9) is mounted on the outer wall between the rotating shafts (9). A hinge (7) is fixed in place. A central processing unit (22) is installed on one inner wall of the left pedal (1). A detection module (23) is installed on the inner wall of the left pedal (1) below the central processing unit (22). A storage module (24) is installed on the inner wall of the left pedal (1) below the detection module (23). A comparison analysis module (25) is installed on the inner wall of the left pedal (1) below the storage module (24). A feedback module (26) is installed on the inner wall of the left pedal (1) below the comparison analysis module (25). The right pedal (6) is fixed in place. An information transmission module (27) is installed on one side of the inner wall of the right pedal (6) below the information transmission module (27). A power module (30) is installed on the inner wall of the right pedal (6) below the power module (30). A data retrieval module (31) is installed on the inner wall of the right pedal (6) below the information transmission module (27). A network transmission module (32) is installed on the inner wall of the right pedal (6) below the power module (30). A cloud database (33) is installed on the outside of the right pedal (6).
2. The automatic generation device based on machine learning according to claim 1, characterized in that: The left pedal (1) has symmetrically opened insertion slots (11) on the outer walls on both sides of the mounting slot (8), and the right pedal (6) has an insertion rod (10) installed and fixed on one side of the outer wall corresponding to the insertion slot (11).
3. The automatic generation device based on machine learning according to claim 1, characterized in that: A connecting rod (12) is rotatably mounted on the bottom outer wall of the left pedal (1), and a stop block (13) is welded on one side outer wall of the connecting rod (12).
4. The automatic generation device based on machine learning according to claim 1, characterized in that: A fixing block (14) is installed and fixed on the bottom outer wall of the right pedal (6), and a slot (15) is opened on the top outer wall of the fixing block (14) corresponding to the connecting rod (12).
5. The automatic generation device based on machine learning according to claim 1, characterized in that: The left pedal (1) and the right pedal (6) are fixed with four support legs (16) on the outer wall of their bottom ends.
6. The automatic generation device based on machine learning according to claim 1, characterized in that: A voice broadcast module (28) is installed on one side of the inner wall of the mounting plate (3), and a display module (29) is installed on the inner wall of the mounting plate (3) on one side of the voice broadcast module (28).
7. The automatic generation device based on machine learning according to claim 1, characterized in that: The information transmission module (27) includes wired transmission, Bluetooth transmission and WIFI transmission.