Machine Learning Accelerators
Google Coral
- Coral USB Accelerator
- Coral Development Board
Technical details
- 4 TOPS (int8); 2 TOPS/watt
- Dev. board: 1GB RAM
- Dev board: WIFI 2.4GHz and 5GHz, Bluetooth 4.2, ethernet
- Supports TensorFlow Lite, AutoML Vision Edge
Links
Available accessories
- Camera for Coral Development board
- Sensor OV5645, 5MP@15 fps, 1080p@30 fps, rolling shutter, MIPI interface
- Official web page for Coral camera
- Camera sensor datasheet
NVIDIA Jetson
- NVIDIA Jetson AGX Xavier Development Kit
- NVIDIA Jetson Nano
Technical details
- Memory
- NANO: 4 GB 64-bit LPDDR4 25.6 GB/s
- XAVIER: 32GB 256-Bit LPDDR4x | 137GB/s
- Processing
- NANO: 472 GOPS
- XAVIER: 32 TOPS
- Power
- NANO: up to 10W
- XAVIER: up to 30W
Links
- Jetson Nano official web page
- Jetson Xavier official web page
- Jetson modules benchmarks
- Ready made models for Edge TPU
Available accessories
- 5MP MIPI camera with 139° lens for NVIDIA Jetson Xavier NX/NVIDIA Jetson Nano
- Information and documentation
- Details: sensor AR0521, 5MP@28 fps, SNR 40 dB, dynamic range 74.3 dB, UYVY image format, rolling shutter
- 13MP 4-camera board (e-CAM130_CUXVR_Quad) with 134° lens for NVIDIA Jetson AGX Xavier
- Information and documentation
- Details: sensor AR1335, 13MP@19fps, 8MP@30fps, SNR 37dB, dynamic range 69dB, YUV422 image format, rolling shutter
- 3D synchronization controls enables stereo video capture
- 8MP camera with IMX219 sensor for NVIDIA Jetson Nano
- Rolling shutter
Intel Movidius Neural Compute Stick 2
Technical details
- 1 TOPS
- Supported frameworks: TensorFlow, Caffe
Links
Available accessories
- OS08A10 8MP HDR Camera (rolling shutter, 4K2K@60fps, 10/12bit RGB RAW image format)
- TS050 Touch Screen
Rockchip TB-RK1808S0 USB Stick
- 3 TOPS NPU
- 1 GB LPDDR
- 8 GB EMMC
Links
Khadas VIM3 Edge TPU
Important information
- 5 TOPS NPU
- M.2 socket connects external NVMe SSDs and extension boards
- Dual independent displays (HDMI and MIPI-DSI)
- Dual camera support
- Connectivity: 1Gb ethernet, 3-axis acceleration sensor, 4G module with nano-sim
- Supports TensorFlow, Caffe, Darknet
Links
Available accessories
- 8MP HDR camera OS08A10 (3pcs)
- Details: Rolling shutter, 4K2K@60fps, 10/12bit RGB RAW image format
Kendryte K210
Hardware options
- Sipeed Maixduino Kit for RISC-V AI + IoT (with 2.4GHz WIFI)
- Sipeed M1 dock suit ( M1 dock + 2.4 inch LCD + OV2640 ) K210 Dev. Board
- Sipeed MAix BiT for RISC-V AI+IoT
Important information
- RISC-V Dual core 64bit up to 800MHz
- 0.25TOPS@0.3W,400MHz or 0.5TOPS with 800MHz.
- 300 mW
- Operating system: FreeRTOS
- Deep learning framework: TensorFlow/Keras/Darknet
- APU (Audio Processor) inside, support 8mics
Links
Available accessories
- 8 microphone array
- Stereo camera
Raspberry Pi 4
Important information
- Communication: WIFI 2.4GHZ & 5GHz, Bluetooth 5.0
- RAM 2GB
- 925 MIPS single precision; 748 MIPS double precision
- Power 3.4W idle, 7.6W heavy load
Links
Available accessories
- RGB camera
- Wide angle camera
Stereo Cameras
Astra Mini
- Range: 0.6-5m
- FOV: 60°H x 49.5°V x 73°D
- RGB and depth: 640×480 @ 30fps
- SDK: Astra SDK or OpenNI2 or 3rd party SDK
Links
Stereolabs ZED2
- Range: 0.2-20m
- FOV: 110°H x 70°V x 120°D
- Resolution: up to 4416×1242 @ 15fps
- Framerate: up to 100Hz @ 1344×376
- Sensors: Accelerometer, gyroscope (400hz)
- Supports: SLAM, 100Hz pose update, etc
Links