Demonstration of Object Detection using MobileNets and OpenCV.
Description
This project was made for detecting 20 different types of object such as "background", "aeroplane", "bicycle", "bird", "boat", "bottle", "bus", "car", "cat", "chair", "cow", "diningtable", "dog", "horse", "motorbike", "person", "pottedplant", "sheep", "sofa", "train", "tvmonitor" in a live video using the webcam or a pre-recorded video.
Preview
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Requirements
numpy
imutils
OpenCV
You can install all the required libraries by running the following command pip install requirements.txt
Functionalities
Using pre-trained MobileNet architecture for detection of the objects present.
Combining MobileNet and Single Shot Detector(SSD) framework.