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Computer Vision, Automotive

Low-Power Smart Camera Designs with SK-AM62A-LP

Overview

The SK-AM62A-LP for Low-Power Smart Camera Designs is an ideal choice for those looking to develop low-power smart camera, dash cam, machine-vision camera and automotive front-camera applications having the following features: 

  • Image signal processor (ISP) supporting up to 5 MP at 60 fps 
  • 2 tera operations per second (TOPS) AI accelerator 
  • A quad-core 64-bit Arm® Cortex®-A53 microprocessor 
  • A single-core Arm Cortex-R5F and an H.264/H.265 video encoder/decoder 

Capabilities

This LiveBench showcases the following: 

  • Run machine vision algorithms on up to four different types of input feeds 
  • Compare the performance of different models 
  • Monitor the voltage, current and power variation in the internal power rail 
  • Monitor temperature variations in system RAM, CPU and GPU 
  • Benchmark the performance of the board using various benchmarking tools (LMbench, Stream, linpack etc.) 

Features

  • Evaluation of the primary segments of AI algorithms: image classification, object detection, face detection, human pose estimation etc. 
  • Evaluation of custom algorithms based on model upload feature 
  • Standard AI algorithm evaluation metrics: Availability of parameters like framerate, inference time etc., for better understanding 
  • CLI access to the user.  
Resources

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