Central Control Button Detection Dataset
V1.0Latest Update: | 2025-10-15 | Samples: | 15000 records |
Samples: | 15000 records | ||
File Size: | 3.2G | Format: | JPG/PNG/JSON |
Format: | JPG/PNG/JSON | ||
Data Domain: | Image | Holder: |  MOBIUSI INC |
Holder: | MOBIUSI INC | ||
Industry Scope: | Human-Machine Interaction | Error Prevention | Button Detection | ||
Applications: | Object Detection | Image Classification | ||
Brief Introduction
In the current industrial landscape, the efficiency of human-machine interaction is crucial, yet many systems suffer from high error rates due to misoperation. Existing solutions often lack precision in button detection, leading to increased operational risks. This dataset aims to address the need for a robust training resource for button detection algorithms, facilitating the development of more reliable human-machine interfaces. The dataset is constructed from images captured in controlled environments using high-resolution cameras, ensuring clarity. Quality control measures include multi-round annotations and expert reviews to maintain consistency and accuracy. Data is stored in JPEG format, organized in a structured manner for easy access.
Sample Examples
| Image | File Name | Resolution | Number Of Buttons | Button Labels | Button Position | Button Color | Button Shape | Button Size | Background Conditions | Camera Angle |
|---|---|---|---|---|---|---|---|---|---|---|
 | 885225c7ada9ceb7caf62baedb660f19.jpg | 1080*1335 | 15 | Hazard Warning Light, DTC, Audio Control Button, Air Conditioning Temperature Adjustment, Wind Speed Control, AUTO, MENU | Upper middle, upper middle rightward, right upper side, left upper side, lower middle, lower middle leftward | Red, Silver, Black, Blue | Round, Rectangular | Small, Medium | Normal light | Front top-down shot |
 | 514e097c70da7b1e0dda56174454de87.jpg | 1080*1336 | 13 | Emergency Light, A/C, Defrost, Recirculation, Airflow, Front Rear Shield, Temperature Knob, Fan Speed Knob, SPORT, Stability Control, Auto Start/Stop, Park | Emergency Light (upper middle), A/C (left middle), Defrost (slightly left), Recirculation (slightly left), Airflow (middle), Front Rear Shield (mid-right), Temperature Knob (lower left), Fan Speed Knob (lower right), SPORT (lower left), Stability Control (lower middle-left), Auto Start/Stop (lower middle-right), Park (lower right) | Emergency Light (red), Other buttons (black), Indicator light (yellow) | Knob (Round), Others (Square) | Knob (large), Buttons (medium) | Bright light | Front shot |
 | d8f9f9d3478064b78b0a4bd1508d3427.jpg | 1080*720 | 10 | MODE, SET, +, -, RES/ACCEL, CANCEL, SEEK/TUNE, VOL, MUTE, SCAN | Specific positions unknown | Black, some with white labels | Square, Rectangular | Moderate size, easy to press | Dim light, background is an underground parking lot | Front shot from driver's seat |
 | 3b80eeb13b85ef77a672738cca1c9883.jpg | 1080*1657 | 12 | Temperature Control Knob, Fan Control Button, Seat Heating Button, Reversing Radar Switch, VSC/Traction Control Switch, Air Conditioning Switch, Hazard Warning Light, Start/Stop Button | Temperature control knob in the middle of the console area, fan control button in the middle of the temperature control knob, other buttons below | Most buttons in black, hazard warning light and start/stop button with red/silver details | Knob is round, other buttons mostly square or rectangular | Knob diameter about 3cm, other buttons about 2cm long | Bright light, clear image | Side slightly frontal, slightly from driver's perspective |
 | f17d4fbf30d0dcb3704cb5710d8f0a03.jpg | 1080*1324 | 17 | AUTO, OFF, CD, TAPE, FM, AM, PUSH PWR/VOL, BAS TRE, FAD BAL, DISC, RPT, RDM, TUNE/SEEK, A/C, 1, 2, 3 | Specific coordinates not provided | Black, Gray, Orange (text) | Round, Rectangular | Specific sizes not provided | Dim light, blurry background | Side shot |
Data Structure
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| button_count | int | The number of control buttons detected in the image. |
| button_labels | string | The label or recognized name of each detected button. |
| button_positions | string | The specific position of each detected button in the image, usually as coordinate values. |
| button_colors | string | The color of the detected buttons, typically used for further identification and verification. |
| button_shape | string | The shape description of the detected buttons, common examples include circular, square, etc. |
| button_size | float | The size or area information of the detected buttons. |
| background_condition | string | Description of the background conditions appearing in the image, such as bright light, darkness, etc. |
| camera_angle | string | The angle of the camera at the time of capturing the image, such as frontal capture, side capture, etc. |
Compliance Statement
| Item | Content |
|---|---|
| Authorization Type | CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China’s Data Security Law / EU GDPR / supports enterprise data access logs |
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