Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Develop a Python script using OpenCV to detect red, blue, and green objects in a live video feed. The program should draw bounding boxes around

Develop a Python script using OpenCV to detect red, blue, and green objects in a live video feed. The program should draw bounding boxes around detected objects and display their coordinates.
Color Detection:
- Write a function to process the live video feed frame by frame.
- Implement color detection for red, blue, and green objects. Use the HSV color space for better color segmentation.
- Create masks for each color to isolate objects.
3. Bounding Boxes and Coordinates:
- For each color detected, draw a bounding box around the object.
- Calculate the coordinates (x, y) of the center of the bounding box.
- Display the coordinates on the live feed, preferably at the top corner of the bounding box.
4. Code Structure:
- Organize your code with functions for modularity and readability.
- Include comments explaining the purpose of each section of the code.
5. Testing (bonus)
- Test the program in various lighting conditions to ensure reliability.
- Adjust the HSV thresholds and algorithms as needed for better performance.
- A Python script (.py file) that opens a live video feed, detects red, blue, and green objects, draws bounding boxes around them, and displays their coordinates.
- A brief report documenting your methodology, challenges faced, and how you overcame them.
Evaluation Criteria:
- Accuracy of color detection.
- Efficiency of the bounding box and coordinate display.
- Code quality, including readability and organization.
- Ability to handle different lighting conditions and object sizes.

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Advances In Databases And Information Systems Uropean Conference Adbis 2020 Lyon France August 25 27 2020 Proceedings Lncs 12245

Authors: Jerome Darmont ,Boris Novikov ,Robert Wrembel

1st Edition

3030548317, 978-3030548315

More Books

Students also viewed these Databases questions

Question

What is the principle of thermodynamics? Explain with examples

Answered: 1 week ago

Question

3. Identify the methods used within each of the three approaches.

Answered: 1 week ago