Nordic Semiconductor

nRF52833 Edge AI Guides

128 KB SRAM with FPU and DSP provides solid base for ML inference on Cortex-M4F. Double the RAM of nRF52832 enables more complex models while maintaining BLE connectivity.

Hardware Specs

Processor ARM Cortex-M4F @ 64 MHz
Cores 1
Clock 64 MHz
SRAM 128 KB
Flash 512 KB
FPU single
Connectivity Bluetooth 5.1 LE, 802.15.4 (Thread/Zigbee), NFC-A
Key Features Bluetooth Direction Finding (AoA/AoD), 802.15.4 for Thread/Zigbee/Matter, USB 2.0 full-speed, Single-precision FPU, Operating range: -40 to +105 C
Price $3–$5 (chip), $10–$25 (dev board)

4 dev boards available across PlatformIO registries.

Hardware Guides

nRF52833 Anomaly Detection with Edge Impulse

Excellent

Nordic Semiconductor's nRF52833 excels at anomaly detection via Edge Impulse. The 1-core cortex-m4f at 64 MHz with 128 KB SRAM handles 15 KB…

nRF52833 Anomaly Detection with TFLite Micro

Excellent

Nordic Semiconductor's nRF52833 excels at anomaly detection via TFLite Micro. The 1-core cortex-m4f at 64 MHz with 128 KB SRAM handles 15 KB…

nRF52833 Fall Detection with Edge Impulse

Good

Running fall detection on the nRF52833 with Edge Impulse is practical. 128 KB SRAM meets the 64 KB minimum with 2.0x headroom. The 64 MHz co…

nRF52833 Fall Detection with TFLite Micro

Good

Running fall detection on the nRF52833 with TFLite Micro is practical. 128 KB SRAM meets the 64 KB minimum with 2.0x headroom. The 64 MHz co…

nRF52833 Gesture Recognition with Edge Impulse

Good

The nRF52833 handles gesture recognition effectively with Edge Impulse. 128 KB SRAM at 64 MHz provides 2.0x headroom over the 64 KB requirem…

nRF52833 Gesture Recognition with TFLite Micro

Good

The nRF52833 handles gesture recognition effectively with TFLite Micro. 128 KB SRAM at 64 MHz provides 2.0x headroom over the 64 KB requirem…

nRF52833 Predictive Maintenance with Edge Impulse

Good

Running predictive maintenance on the nRF52833 with Edge Impulse is practical. 128 KB SRAM meets the 64 KB minimum with 2.0x headroom. The 6…

nRF52833 Predictive Maintenance with TFLite Micro

Good

Running predictive maintenance on the nRF52833 with TFLite Micro is practical. 128 KB SRAM meets the 64 KB minimum with 2.0x headroom. The 6…

nRF52833 Sound Classification with Edge Impulse

Good

The nRF52833 handles sound classification effectively with Edge Impulse. 128 KB SRAM at 64 MHz provides 2.0x headroom over the 64 KB require…

nRF52833 Sound Classification with TFLite Micro

Good

Nordic Semiconductor's nRF52833 is a solid choice for sound classification using TFLite Micro. The cortex-m4f core at 64 MHz with 128 KB SRA…

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