Dataset


Dataset

Chip Information


Chip Company Price AI Accelerator Computing power* Architecture Link
K210 Canaan 3.5 USD (Chip) / 7.5 USD (Module) KPU 1.0 TOPS, (Support INT8/ INT16) RISC-V https://canaan.io/product/kendryteai
K510 Canaan 15-16 USD KPU 2.5 TOPS, (Support INT8/BF16) RISC-V https://canaan.io/product/kendryte-k510
RK1109 Rockchips 7 USD NPU 1.2 TOPS, (Support INT8/ INT16) ARM Cortex-A7, RISC-V MCU https://www.rock-chips.com/a/en/products/RV11_Series/2020/0427/1074.html
RK1126 Rockchips 8 USD NPU 2.0 TOPS, (Support INT8/ INT16) ARM Cortex-A7, RISC-V MCU https://www.rock-chips.com/a/en/products/RV11_Series/2020/0427/1076.html
RK3588 Rockchips 60 USD NPU 6.0 TOPS, (Support INT4, INT8, INT16, float 16, Bfloat 16 and tf32 operation) Cortex-A76+Cortex-A55 https://www.cnx-software.com/pdf/Rockchip RK3588 Datasheet V0.1-20210727.pdf

Thermal Imaging Sensors


Sensor Company Resolution Working Voltage Working Current FOV Object temperature Scope Working temperature Scope Link
MLX90640 Melexis 32x24 3.0V-3.6V 18mA 55°x30°, 110°x75° -40℃~+300℃ -40℃~+85℃ https://www.melexis.com/en/product/MLX90640/MLX90640
HTPA32x32d Heimann 32x32 3.3V-3.6V 5.5mA 33°, 40°, 90°, 93°, 105° -20℃~+1000℃ -20℃~+85℃ https://www.heimannsensor.com/32x32

Neural Network Processor in K210

kendryte-doc-datasheet/003.md at master · kendryte/kendryte-doc-datasheet

Accelerated ops by KPU

nncase/FAQ_EN.md at d1061d4fa732adf42686b7f46342df9f3e6d4b03 · kendryte/nncase

KPU_Conv2D implement of K210

nncase/k210_kernels.h at c44be4ab6cfe19867bdc41514eb7c329a1ca8ef4 · kendryte/nncase

DL Compiler for K210

https://github.com/kendryte/nncase