Real-time Object Detection with deep MobileNetSSD detector

MobileNetSSD

This is an efficient use of a deep detector usinf python 3, Caffe and openCV.

In order to achieve a very high frame rate (FPS) , we have used VideoStream class of imutils for python 3.

A class name SSD has been implemented for loading the MobileNetSSD model using Caffe, and manipulating other required pre and post processing.

To run this code, follow these steps

• Step 1: Using pip install these packages

  • imtuils
  • caffe
  • opencv ver 3.2

• Step 2: Run the detector $ pyton3 deepDetectVideo -v ./videos//Kids-Truck-Bus-video.mkv

• you can find a sample in the vdieos folder obtained from youtube

An example of the output is shown bellow

you can watch the full video here