M2(ICP1) Wiki Report - aaackc/IOT GitHub Wiki

Github:

• Github.com/AnthonyYos/IoT

• github.com/aaackc/IOT

• github.com/s0720bae

• github.com/Alshaikh1abbas

Video:

https://www.youtube.com/watch?v=JLlbTrPheSI&feature=youtu.be

Introduction:

The goal of ICP8 was to detect objects using a camera.

Approaches/ Methods:

Followed a video tutorial on how to get opencv and create the python script.

Workflow:

• Install Opencv.

• Get labels and weights for objects.

• Followed tutorial

Parameters:

• Add labels based off the coco data set.

• Followed and changed code from tutorial to match different weight and cfg files.

# Evaluation & Discussion:

Difficult task to do as the group's knowledge of machine learning isn't that great, and more improved versions of the tasks are outside our understanding of the subject. Slow to start, as we didn't know what to look for.

# Conclusion:

Created a slow and basic object detection that can classify a subset of objects from the coco data set. Saw the basics of how object detection and classification works.