YOLO on PYNQ-Z2
  • YOLO on PYNQ-Z2
  • Abstract
  • Organization
  • Introduction
  • Requirements
  • DPU implementation
    • Creating the DPU 3.0
    • Implementing the DPU on a SD card image
  • Model optimization and compilation
    • Convert model to Tensorflow
    • Quantization
    • Compilation
  • Deployment on PYNQ-Z2
    • Board Setup
    • Execute YOLOv3
    • Real-time object detector
  • Metrics
    • Metrics Context
    • Detections on the PYNQ-Z2
    • Metrics Software
  • Final results
  • Message
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YOLO on PYNQ-Z2

A full guide to implement a YOLOv3 object detector on a PYNQ-Z2 FPGA.

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Last updated 1 year ago

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