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Counting & Detecting Vehicles

Counting & Detecting Vehicles

Rp 1299

Rp 4999

In this project, we will be working on detecting and counting the number of vehicles in a given image or a video. We will be using open CV for image processing and a new thing, HAAR cascade, which is used for object detection. We can also create our own customized HAAR cascade classifier. You can create your own casket classifier.

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Has discount
Expiry period Lifetime
Made in English
Last updated at Fri Apr 2023
Level
Intermediate
Total lectures 4
Total quizzes 0
Total duration 00:14:40 Hours
Total enrolment 9
Number of reviews 1
Avg rating
Short description In this project, we will be working on detecting and counting the number of vehicles in a given image or a video. We will be using open CV for image processing and a new thing, HAAR cascade, which is used for object detection. We can also create our own customized HAAR cascade classifier. You can create your own casket classifier.
Outcomes
  • Understanding the problem statement.
  • Understanding different libraries and their respective uses.
  • In depth exploratory data analysis of each feature. Data cleansing and preparation.
  • Creating custom functions for machine learning models.
  • In depth explanation of data imputation and filling missing data.
  • Defining an approach to solve ML classification problems.
  • Data preperation for Machine Learning model.
  • Traning and testing the model using cross validation
Requirements
  • Basic Programming Language
  • Machine Learning Enthusiasts

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