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Master CanMV K230 AI Board Tutorial Resources: https://docs.hiwonder.com/projects/CanMV-K230/en/latest/

6 TOPS High-Performance Chip
Powered by a dual-core K230 RISC-V processor with a 6 TOPS equivalent KPU, the board delivers approximately 13.7× the performance of K210.

2MP HD Camera
Equipped with a 1080P@60FPS digital-grade camera, it produces clearer images and improved recognition performance compared to traditional OV5640/OV5647 cameras.

Capacitive Touchscreen
Features a 3.5-inch 800×480 capacitive touchscreen, providing a convenient and interactive user interface.

Wi-Fi & Wired Network Support
Integrated high-speed Wi-Fi module and Ethernet port enable seamless network connectivity, supporting 1080P video streaming with millisecond-level real-time transmission.

TF Card Expansion Support
Hiwonder K230 board supports external TF card storage, and comes with a 32GB TF card, providing ample space for vision models and large programs.

Triple Camera Input
Supports 3 1080P MIPI HD cameras simultaneously, enabling multi-camera vision applications.

Multiple Expansion Ports
Features a 40-pin GPIO header, allowing you to customize pin functions and integrate with various electronic modules.

High-Fidelity MIC
Equipped with a 3.5mm audio port and a high-fidelity microphone, the board can capture voice input, providing intelligent interactive capabilities.

Line Detection
Hiwonder K230 board can detect lines within the field of view and outline them on the display, obtaining the coordinates, length, and FPS of each line.

Rectangle & Circle Detection
The K230 board can identify rectangular objects in view and mark them with a rectangle on the display, providing the position, size, and FPS of each object.

Feature Value Detection
CanMV K230 board can detect clear straight lines and overlay a red line on the display, showing the position, length, and FPS of each line.

Object Edge Detection
The K230 board can detect clear objects and outline their edges with white lines on the display, obtaining the contours and shapes of objects.

Single-Color Recognition
By using preset color thresholds, the K230 board can detect and lock onto single-color objects on the display and, via an external control device, provide parameters such as size and coordinates.

Multi-Color Recognition
The K230 board can recognize multiple colored objects in real time and highlight them on the display. External control devices can retrieve the positions, sizes, and other data of each color block.

Color Object Counting
The K230 board can track objects of a specified color, mark them with rectangles on the display, and provide the number of objects, coordinates, and related parameters to external control devices.

Intelligent Line Following
K230 AI Development Board can detect and outline colored lines, obtaining additional data such as the line’s position offset within the frame by external control devices.

QR Code Recognition
Hiwonder K230 board can detect QR codes in the frame, highlight them on the display, show the decoded text, and print the information to the serial terminal.

Barcode Recognition
The K230 board can detect barcodes, outline them on the display, display the decoded text, and print the corresponding information to the serial terminal.

DM Code Recognition
K230 AI Development Board can detect DM codes, highlight them on the display, and decode and print detailed information such as size, content, and rotation angle.

AprilTags Recognition
The K230 board can detect AprilTag markers, outline them on the display, and decode and print detailed information including the ID and rotation angle.
| K230 chip specifications | |
| Dimensions: | 283 * 130 * 461 mm |
| CPU: | CPU1: RISC-V processor, 1.6GHz, 32KB I-cache, 32KB D-cache, 256KB L2 Cache, 128-bit RVV 1.0 extension; CPU0: RISC-V processor, 800MHz, 32KB I-cache, 32KB D-cache, 128KB L2 Cache. |
| KPU: | 6 TOPS equivalent computing power, Supports INT8 and INT16. Typical network performance: Resnet50 ≥ 85fps @ INT8; Mobilenet_v2 ≥ 670fps @ INT8; YOLO V5s ≥ 38fps @ INT8. |
| DPU: | Supports 3D structured light depth processing. Maximum resolution: 1920×1080. |
| VPU: | Supports H.264 and H.265 video encoding/decoding, Maximum resolution: 4096×4096; Encoder performance: 4K @ 20fps; Decoder performance: 4K @ 40fps; JPEG codec: up to 8K (8192×8192) resolution. |
| Image input: | Supports up to 3 MIPI CSI inputs: 1×4-lane + 1×2-lane or 3×2-lane. |
| Display output: | 1× MIPI DSI (1×4-lane or 1×2-lane). Maximum resolution: 1920×1080. |
| Peripheral interfaces: | 5 x UART; 5 x 12C; 1x12S; 6 x PWM; 64 x GPIO + 8 x PMU GPIO; 2 xUSB2.0 OTG; 2 x SD x C: SD3.0, EMMC 5.0; 3 x SPI: 1 x OSPI + 2 x QSPI; Timer / RTC / WDT. |

| Item | Specification |
| Dimensions | 283 * 130 * 461 mm |
| CPU: | CPU1: RISC-V processor, 1.6GHz, 32KB I-cache, 32KB D-cache, 256KB L2 Cache, 128-bit RVV 1.0 extension; CPU0: RISC-V processor, 800MHz, 32KB I-cache, 32KB D-cache, 128KB L2 Cache. |
| KPU: | 6 TOPS equivalent computing power, Supports INT8 and INT16. Typical network performance: Resnet50 ≥ 85fps @ INT8; Mobilenet_v2 ≥ 670fps @ INT8; YOLO V5s ≥ 38fps @ INT8. |
| DPU: | Supports 3D structured light depth processing. Maximum resolution: 1920×1080. |
| VPU: | Supports H.264 and H.265 video encoding/decoding, Maximum resolution: 4096×4096; Encoder performance: 4K @ 20fps; Decoder performance: 4K @ 40fps; JPEG codec: up to 8K (8192×8192) resolution. |
| Image input: | Supports up to 3 MIPI CSI inputs: 1×4-lane + 1×2-lane or 3×2-lane. |
| Display output: | 1× MIPI DSI (1×4-lane or 1×2-lane). Maximum resolution: 1920×1080. |
| Peripheral interfaces: | 5 x UART; 5 x 12C; 1x12S; 6 x PWM; 64 x GPIO + 8 x PMU GPIO; 2 xUSB2.0 OTG; 2 x SD x C: SD3.0, EMMC 5.0; 3 x SPI: 1 x OSPI + 2 x QSPI; Timer / RTC / WDT. |
Ships within 48 hours · Estimated delivery Jul 28 - Aug 2
US$40
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