Answered step by step
Verified Expert Solution
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.
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.
Code Structure:
Organize your code with functions for modularity and readability.
Include comments explaining the purpose of each section of the code.
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
Get Instant Access to Expert-Tailored Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started