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MPLAB® Machine Learning Development Suite
Transform MCUs/MPUs with Microchip’s MPLAB® Machine Learning Development Suite
Microchip's MPLAB Machine Learning Development Suite model builder is a plug-in for MPLAB X IDE that builds optimized artificial intelligence (AI) IoT sensor recognition code for Microchip MCUs and MPUs. The plug-in fully automates each step of the AI and machine learning (ML) workflows using a growing library of advanced ML and AI algorithms that learn from raw data in the development phase.
Resources
- Licensing information for MPLAB machine learning development suite
- Download the getting started guide
- Download MPLAB X IDE
Features
- Create compact supervised and anomaly-detection algorithms that can run on tiny edges for MCUs and MPUs
- Automate each step of the ML flow process, including data preparation, feature extraction, training, validation, and conversion of the optimized model to relevant firmware
- Easily label and filter data
- Create ML pipelines that are ready for production
- Generate AutoML-powered code to create a prototype in just days or weeks
- Fine-tune every aspect of algorithms with AI/ML features that cater to advanced ML developers
- Take advantage of production-grade firmware for 8-, 16-, and 32-bit XC compilers
Applications
- Acoustic event detection
- Activity recognition
- Gesture recognition
- Keyword spotting
- Vibration classification
- Condition monitoring
- Predictive maintenance
- Anomaly detection
Demo Boards
| Image | Manufacturer Part Number | Description | Available Quantity | Price | View Details | |
|---|---|---|---|---|---|---|
 | EV18H79A | ML-TDK WITH IMU-14 | 6 - Immediate | $48.94 | View Details | |
 | EV45Y33A | ML-BOSCH WITH IMU-2 | 2 - Immediate | $65.93 | View Details | |
 |  | DM164151 | AVR128DA48 CURIOSITY NANO BRD | 53 - Immediate | $7.89 | View Details |
 | AC164162 | CURIOSITY NANO ADAPTER | 83 - Immediate | $16.58 | View Details | |
|  | MIKROE-2337 | 6DOF IMU 2 CLICK | 2 - Immediate | $21.56 | View Details |
Related 8-bit MCUs
| Image | Manufacturer Part Number | Description | Available Quantity | Price | View Details | |
|---|---|---|---|---|---|---|
|  | ATTINY4-TSHR | IC MCU 8BIT 512B FLASH SOT23-6 | 61975 - Immediate | $0.33 | View Details |
| | ATTINY10-TSHR | IC MCU 8BIT 1KB FLASH SOT23-6 | 23557 - Immediate | $0.33 | View Details |
| | ATTINY10-TS8R | IC MCU 8BIT 1KB FLASH SOT23-6 | 15189 - Immediate | $0.33 | View Details |
| | ATTINY9-TSHR | IC MCU 8BIT 1KB FLASH SOT23-6 | 3072 - Immediate | $0.33 | View Details |
|  | ATTINY202-SSNR | IC MCU 8BIT 2KB FLASH 8SOIC | 9060 - Immediate | $0.39 | View Details |
| | ATTINY402-SSNR | IC MCU 8BIT 4KB FLASH 8SOIC | 8668 - Immediate | $0.39 | View Details |
|  | ATTINY404-SSNR | IC MCU 8BIT 4KB FLASH 14SOIC | 16261 - Immediate | $0.48 | View Details |
|  | ATTINY4-MAHR | IC MCU 8BIT 512B FLASH 8UDFN | 5219 - Immediate | $0.50 | View Details |
| | ATTINY414-SSFR | IC MCU 8BIT 4KB FLASH 14SOIC | 17849 - Immediate | $0.53 | View Details |
| | ATTINY10-MAHR | IC MCU 8BIT 1KB FLASH 8UDFN | 27739 - Immediate | $0.55 | View Details |
Related 16-bit MCUs
| Image | Manufacturer Part Number | Description | Available Quantity | Price | View Details | |
|---|---|---|---|---|---|---|
|  | PIC24FJ128GA702-I/ML | IC MCU 16BIT 128KB FLASH 28QFN | 344 - Immediate | $1.34 | View Details |
| | PIC24FJ256GA702-I/ML | IC MCU 16BIT 256KB FLASH 28QFN | 4455 - Immediate | $1.45 | View Details |
|  | PIC24FJ256GA705-I/M4 | IC MCU 16BIT 256KB FLASH 48UQFN | 426 - Immediate | $1.55 | View Details |
|  | PIC24FJ256GA705-I/PT | IC MCU 16BIT 256KB FLASH 48TQFP | 2030 - Immediate | $1.58 | View Details |
|  | PIC24FJ256GA704-I/PT | IC MCU 16BIT 256KB FLASH 44TQFP | 6961 - Immediate | $1.62 | View Details |
|  | PIC24FJ128GA306T-I/PT | IC MCU 16BIT 128KB FLASH 64TQFP | 2631 - Immediate | $3.45 | View Details |
| | PIC24FJ64GB004T-I/PT | IC MCU 16BIT 64KB FLASH 44TQFP | 2812 - Immediate | $3.79 | View Details |
| | PIC24FJ128GA006T-I/PT | IC MCU 16BIT 128KB FLASH 64TQFP | 2111 - Immediate | $3.89 | View Details |
|  | PIC24FJ128GA306-I/MR | IC MCU 16BIT 128KB FLASH 64VQFN | 35765 - Immediate | $3.39 | View Details |
| | PIC24FJ1024GA606T-I/PT | IC MCU 16BIT 1MB FLASH 64TQFP | 829 - Immediate | $4.12 | View Details |
Related dsPIC® DSCs
| Image | Manufacturer Part Number | Description | Available Quantity | Price | View Details | |
|---|---|---|---|---|---|---|
| | PIC24FJ128GA702-I/ML | IC MCU 16BIT 128KB FLASH 28QFN | 344 - Immediate | $1.34 | View Details |
| | PIC24FJ256GA702-I/ML | IC MCU 16BIT 256KB FLASH 28QFN | 4455 - Immediate | $1.45 | View Details |
| | PIC24FJ256GA705-I/M4 | IC MCU 16BIT 256KB FLASH 48UQFN | 426 - Immediate | $1.55 | View Details |
| | PIC24FJ256GA705-I/PT | IC MCU 16BIT 256KB FLASH 48TQFP | 2030 - Immediate | $1.58 | View Details |
| | PIC24FJ256GA704-I/PT | IC MCU 16BIT 256KB FLASH 44TQFP | 6961 - Immediate | $1.62 | View Details |
| | PIC24FJ128GA306T-I/PT | IC MCU 16BIT 128KB FLASH 64TQFP | 2631 - Immediate | $3.45 | View Details |
| | PIC24FJ64GB004T-I/PT | IC MCU 16BIT 64KB FLASH 44TQFP | 2812 - Immediate | $3.79 | View Details |
| | PIC24FJ128GA006T-I/PT | IC MCU 16BIT 128KB FLASH 64TQFP | 2111 - Immediate | $3.89 | View Details |
| | PIC24FJ128GA306-I/MR | IC MCU 16BIT 128KB FLASH 64VQFN | 35765 - Immediate | $3.39 | View Details |
| | PIC24FJ1024GA606T-I/PT | IC MCU 16BIT 1MB FLASH 64TQFP | 829 - Immediate | $4.12 | View Details |
Related 32-bit MCUs
| Image | Manufacturer Part Number | Description | Available Quantity | Price | View Details | |
|---|---|---|---|---|---|---|
|  | ATSAMD09D14A-MUT | IC MCU 32BIT 16KB FLASH 24QFN | 12310 - Immediate | $1.06 | View Details |
|  | ATSAMD10C14A-SSNT | IC MCU 32BIT 16KB FLASH 14SOIC | 11631 - Immediate | $1.09 | View Details |
| | ATSAMD10D14A-MUT | IC MCU 32BIT 16KB FLASH 24QFN | 4599 - Immediate | $1.21 | View Details |
| | ATSAMD11C14A-SSNT | IC MCU 32BIT 16KB FLASH 14SOIC | 19835 - Immediate | $1.21 | View Details |
|  | ATSAML10D16A-MFT | IC MCU 32BIT 64KB FLASH 24VQFN | 9310 - Immediate | $2.02 | View Details |
|  | ATSAMD20J16A-AUT | IC MCU 32BIT 64KB FLASH 64TQFP | 2046 - Immediate | $2.11 | View Details |
| | PIC32MM0064GPM064T-I/PT | IC MCU 32BIT 64KB FLASH 64TQFP | 4701 - Immediate | $2.11 | View Details |
|  | ATSAMD20E16A-MNT | IC MCU 32BIT 64KB FLASH 32QFN | 159655 - Immediate | $2.14 | View Details |
|  | ATSAMD21G17A-MUT | IC MCU 32BIT 128KB FLASH 48QFN | 13167 - Immediate | $2.22 | View Details |
| | ATSAMC21E17A-MUT | IC MCU 32BIT 128KB FLASH 32VQFN | 2717 - Immediate | $2.22 | View Details |
|  | ATSAMD21E17A-AUT | IC MCU 32BIT 128KB FLASH 32TQFP | 2730 - Immediate | $2.22 | View Details |
| | PIC32MM0256GPM064T-I/PT | IC MCU 32BIT 256KB FLASH 64TQFP | 1201 - Immediate | $2.31 | View Details |
| | ATSAMD21E17A-MUT | IC MCU 32BIT 128KB FLASH 32QFN | 7298 - Immediate | $2.33 | View Details |
| | ATSAMD20E18A-MUT | IC MCU 32BIT 256KB FLASH 32VQFN | 2433 - Immediate | $2.34 | View Details |
| | ATSAMD20E18A-AUT | IC MCU 32BIT 256KB FLASH 32TQFP | 4129 - Immediate | $2.39 | View Details |
| | ATSAMD21J17A-AUT | IC MCU 32BIT 128KB FLASH 64TQFP | 3947 - Immediate | $2.48 | View Details |
| | ATSAMD21E17A-MU | IC MCU 32BIT 128KB FLASH 32QFN | 1381 - Immediate | $2.13 | View Details |
|  | ATSAMD20J18A-MUT | IC MCU 32BIT 256KB FLASH 64QFN | 8642 - Immediate | $2.59 | View Details |
|  | ATSAMD20J18A-AUT | IC MCU 32BIT 256KB FLASH 64LQFP | 27128 - Immediate | $2.64 | View Details |
|  | PIC32MX120F032B-I/SS | IC MCU 32BIT 32KB FLASH 28SSOP | 0 - Immediate | $2.22 | View Details |
Related Microprocessors (MPUs)
| Image | Manufacturer Part Number | Description | Available Quantity | Price | View Details | |
|---|---|---|---|---|---|---|
|  | ATSAMA5D27C-CUR | IC MPU SAMA5D2 500MHZ 289LFBGA | 1701 - Immediate | $8.82 | View Details |
| | ATSAMA5D27C-CNR | IC MPU SAMA5D2 500MHZ 289LFBGA | 983 - Immediate | $9.28 | View Details |
|  | ATSAMA5D31A-CUR | IC MPU SAMA5D3 536MHZ 324LFBGA | 1325 - Immediate | $9.59 | View Details |
| | ATSAMA5D27C-CU | IC MPU SAMA5D2 500MHZ 289LFBGA | 575 - Immediate | $8.05 | View Details |
| | ATSAMA5D35A-CUR | IC MPU SAMA5D3 536MHZ 324LFBGA | 1978 - Immediate | $10.61 | View Details |
| | ATSAMA5D36A-CNR | IC MPU SAMA5D3 536MHZ 324LFBGA | 1609 - Immediate | $11.43 | View Details |
| | ATSAMA5D31A-CU | IC MPU SAMA5D3 536MHZ 324LFBGA | 1380 - Immediate | $9.45 | View Details |
| | ATSAMA5D35A-CU | IC MPU SAMA5D3 536MHZ 324LFBGA | 130 - Immediate | $10.47 | View Details |
|  | ATSAMA5D44B-CUR | IC MPU SAMA5D4 600MHZ 361TFBGA | 1000 - Immediate | $12.65 | View Details |
| | ATSAMA5D36A-CU | IC MPU SAMA5D3 536MHZ 324LFBGA | 132 - Immediate | $10.75 | View Details |
Published: 2024-01-10
