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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
Related 8-bit MCUs
| Image | Manufacturer Part Number | Description | Available Quantity | Price | View Details | |
|---|---|---|---|---|---|---|
 |  | ATTINY4-TSHR | IC MCU 8BIT 512B FLASH SOT23-6 | 80110 - Immediate | $0.38 | View Details |
| | ATTINY10-TSHR | IC MCU 8BIT 1KB FLASH SOT23-6 | 47907 - Immediate | $0.38 | View Details |
| | ATTINY10-TS8R | IC MCU 8BIT 1KB FLASH SOT23-6 | 19129 - Immediate | $0.38 | View Details |
| | ATTINY9-TSHR | IC MCU 8BIT 1KB FLASH SOT23-6 | 6844 - Immediate | $0.38 | View Details |
|  | ATTINY202-SSNR | IC MCU 8BIT 2KB FLASH 8SOIC | 16154 - Immediate | $0.43 | View Details |
| | ATTINY402-SSNR | IC MCU 8BIT 4KB FLASH 8SOIC | 13585 - Immediate | $0.43 | View Details |
|  | ATTINY404-SSNR | IC MCU 8BIT 4KB FLASH 14SOIC | 8473 - Immediate | $0.55 | View Details |
|  | ATTINY4-MAHR | IC MCU 8BIT 512B FLASH 8UDFN | 5437 - Immediate | $0.57 | View Details |
| | ATTINY414-SSFR | IC MCU 8BIT 4KB FLASH 14SOIC | 15503 - Immediate | $0.61 | View Details |
| | ATTINY10-MAHR | IC MCU 8BIT 1KB FLASH 8UDFN | 32352 - Immediate | $0.63 | 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 | 410 - Immediate | $1.54 | View Details |
| | PIC24FJ256GA702-I/ML | IC MCU 16BIT 256KB FLASH 28QFN | 1187 - Immediate | $1.67 | View Details |
|  | PIC24FJ256GA705-I/M4 | IC MCU 16BIT 256KB FLASH 48UQFN | 60 - Immediate | $1.79 | View Details |
|  | PIC24FJ256GA705-I/PT | IC MCU 16BIT 256KB FLASH 48TQFP | 2329 - Immediate | $1.83 | View Details |
|  | PIC24FJ256GA704-I/PT | IC MCU 16BIT 256KB FLASH 44TQFP | 2791 - Immediate | $1.87 | View Details |
|  | PIC24FJ128GA306T-I/PT | IC MCU 16BIT 128KB FLASH 64TQFP | 1403 - Immediate | $3.98 | View Details |
| | PIC24FJ64GB004T-I/PT | IC MCU 16BIT 64KB FLASH 44TQFP | 5267 - Immediate | $4.37 | View Details |
| | PIC24FJ128GA006T-I/PT | IC MCU 16BIT 128KB FLASH 64TQFP | 4546 - Immediate | $4.15 | View Details |
|  | PIC24FJ128GA306-I/MR | IC MCU 16BIT 128KB FLASH 64VQFN | 36475 - Immediate | $3.91 | View Details |
| | PIC24FJ1024GA606T-I/PT | IC MCU 16BIT 1MB FLASH 64TQFP | 709 - Immediate | $4.75 | View Details |
Related dsPIC® DSCs
| Image | Manufacturer Part Number | Description | Available Quantity | Price | View Details | |
|---|---|---|---|---|---|---|
| | PIC24FJ128GA702-I/ML | IC MCU 16BIT 128KB FLASH 28QFN | 410 - Immediate | $1.54 | View Details |
| | PIC24FJ256GA702-I/ML | IC MCU 16BIT 256KB FLASH 28QFN | 1187 - Immediate | $1.67 | View Details |
| | PIC24FJ256GA705-I/M4 | IC MCU 16BIT 256KB FLASH 48UQFN | 60 - Immediate | $1.79 | View Details |
| | PIC24FJ256GA705-I/PT | IC MCU 16BIT 256KB FLASH 48TQFP | 2329 - Immediate | $1.83 | View Details |
| | PIC24FJ256GA704-I/PT | IC MCU 16BIT 256KB FLASH 44TQFP | 2791 - Immediate | $1.87 | View Details |
| | PIC24FJ128GA306T-I/PT | IC MCU 16BIT 128KB FLASH 64TQFP | 1403 - Immediate | $3.98 | View Details |
| | PIC24FJ64GB004T-I/PT | IC MCU 16BIT 64KB FLASH 44TQFP | 5267 - Immediate | $4.37 | View Details |
| | PIC24FJ128GA006T-I/PT | IC MCU 16BIT 128KB FLASH 64TQFP | 4546 - Immediate | $4.15 | View Details |
| | PIC24FJ128GA306-I/MR | IC MCU 16BIT 128KB FLASH 64VQFN | 36475 - Immediate | $3.91 | View Details |
| | PIC24FJ1024GA606T-I/PT | IC MCU 16BIT 1MB FLASH 64TQFP | 709 - Immediate | $4.75 | View Details |
Related 32-bit MCUs
| Image | Manufacturer Part Number | Description | Available Quantity | Price | View Details | |
|---|---|---|---|---|---|---|
|  | ATSAMD09D14A-MUT | IC MCU 32BIT 16KB FLASH 24QFN | 16743 - Immediate | $1.23 | View Details |
|  | ATSAMD10C14A-SSNT | IC MCU 32BIT 16KB FLASH 14SOIC | 3165 - Immediate | $1.26 | View Details |
| | ATSAMD10D14A-MUT | IC MCU 32BIT 16KB FLASH 24QFN | 9088 - Immediate | $1.40 | View Details |
| | ATSAMD11C14A-SSNT | IC MCU 32BIT 16KB FLASH 14SOIC | 20963 - Immediate | $1.40 | View Details |
|  | ATSAML10D16A-MFT | IC MCU 32BIT 64KB FLASH 24VQFN | 9446 - Immediate | $2.33 | View Details |
|  | ATSAMD20J16A-AUT | IC MCU 32BIT 64KB FLASH 64TQFP | 2611 - Immediate | $2.44 | View Details |
| | PIC32MM0064GPM064T-I/PT | IC MCU 32BIT 64KB FLASH 64TQFP | 4735 - Immediate | $2.44 | View Details |
|  | ATSAMD20E16A-MNT | IC MCU 32BIT 64KB FLASH 32QFN | 178281 - Immediate | $2.47 | View Details |
|  | ATSAMD21G17A-MUT | IC MCU 32BIT 128KB FLASH 48QFN | 17812 - Immediate | $2.56 | View Details |
| | ATSAMC21E17A-MUT | IC MCU 32BIT 128KB FLASH 32VQFN | 8453 - Immediate | $2.56 | View Details |
|  | ATSAMD21E17A-AUT | IC MCU 32BIT 128KB FLASH 32TQFP | 3656 - Immediate | $2.56 | View Details |
| | PIC32MM0256GPM064T-I/PT | IC MCU 32BIT 256KB FLASH 64TQFP | 2307 - Immediate | $2.67 | View Details |
| | ATSAMD21E17A-MUT | IC MCU 32BIT 128KB FLASH 32QFN | 3449 - Immediate | $2.69 | View Details |
| | ATSAMD20E18A-MUT | IC MCU 32BIT 256KB FLASH 32VQFN | 16713 - Immediate | $2.70 | View Details |
| | ATSAMD20E18A-AUT | IC MCU 32BIT 256KB FLASH 32TQFP | 7053 - Immediate | $2.76 | View Details |
| | ATSAMD21J17A-AUT | IC MCU 32BIT 128KB FLASH 64TQFP | 5467 - Immediate | $2.86 | View Details |
| | ATSAMD21E17A-MU | IC MCU 32BIT 128KB FLASH 32QFN | 2679 - Immediate | $2.46 | View Details |
|  | ATSAMD20J18A-MUT | IC MCU 32BIT 256KB FLASH 64QFN | 14929 - Immediate | $2.99 | View Details |
|  | ATSAMD20J18A-AUT | IC MCU 32BIT 256KB FLASH 64LQFP | 28834 - Immediate | $3.05 | View Details |
|  | PIC32MX120F032B-I/SS | IC MCU 32BIT 32KB FLASH 28SSOP | 62 - Immediate | $2.56 | View Details |
Related Microprocessors (MPUs)
| Image | Manufacturer Part Number | Description | Available Quantity | Price | View Details | |
|---|---|---|---|---|---|---|
|  | ATSAMA5D27C-CUR | IC MPU SAMA5D2 500MHZ 289LFBGA | 2002 - Immediate | $9.44 | View Details |
| | ATSAMA5D27C-CNR | IC MPU SAMA5D2 500MHZ 289LFBGA | 1023 - Immediate | $9.90 | View Details |
|  | ATSAMA5D31A-CUR | IC MPU SAMA5D3 536MHZ 324LFBGA | 1147 - Immediate | $11.07 | View Details |
| | ATSAMA5D27C-CU | IC MPU SAMA5D2 500MHZ 289LFBGA | 719 - Immediate | $9.29 | View Details |
| | ATSAMA5D35A-CUR | IC MPU SAMA5D3 536MHZ 324LFBGA | 1425 - Immediate | $12.25 | View Details |
| | ATSAMA5D36A-CNR | IC MPU SAMA5D3 536MHZ 324LFBGA | 2582 - Immediate | $13.19 | View Details |
| | ATSAMA5D31A-CU | IC MPU SAMA5D3 536MHZ 324LFBGA | 1642 - Immediate | $10.91 | View Details |
| | ATSAMA5D35A-CU | IC MPU SAMA5D3 536MHZ 324LFBGA | 161 - Immediate | $12.08 | View Details |
|  | ATSAMA5D44B-CUR | IC MPU SAMA5D4 600MHZ 361TFBGA | 454 - Immediate | $14.60 | View Details |
| | ATSAMA5D36A-CU | IC MPU SAMA5D3 536MHZ 324LFBGA | 874 - Immediate | $12.40 | View Details |
Published: 2024-01-10
Estonia