~/talk

Computer Vision Using Go And OpenCV 3

Talkat GothamGo 2018 · on Friday, 2018-04-27· [go]
slides:none on file

GoCV exposes OpenCV 3 to Go via cgo wrappers so idiomatic Go code opens cameras, creates Mats, and runs classifiers. It blurs faces with a Haar cascade and finds motion with a MOG2 background subtractor, serves MJPEG streams from a webcam in pure Go, and loads TensorFlow models into OpenCV to classify objects on a Tello with TensorFlow via OpenCV. Demos compile-and-run but the drone demo needs ffmpeg rewrapping of H264 and occasional rebooting.

AI-written summary · about

  1. 0:00Introduction
  2. 3:53What is GoCV
  3. 5:47Live video capture demo
  4. 6:08Understanding Mat data type
  5. 7:12Face tracking with Haar cascades
  6. 10:52Motion detection with background subtraction
  7. 15:21MJPEG streaming in Go
  8. 17:56Object classification with TensorFlow
  9. 33:00Q&A
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