Category: Python Projects
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The SOLID Principles
The SOLID Principles: Writing Scalable & Maintainable Code. Single Responsibility, Open/Closed Principle, Liskov Substitution Principle, Interface Segregation, and Dependency Inversion. Has anyone ever told you that you write “bad code”? Well if you have, there’s really nothing to be ashamed about. We all write flawed code as we learn. The good…
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Object Tracking based on Colors
Object Tracking based on Colors are tasks that are important and challenging such as video surveillance and vehicle navigation. Image processing is a method of extracting some useful information by converting images into digital information by performing some operations on it. Introduction Object Tracking based on Colors Here we track…
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Face Recognition using Computer Vision
Face recognition using Computer Vision is a method of identifying or verifying the identity of an individual using their face. Face recognition systems can be used to identify people in photos, videos, or in real time. Preventing crime Unlock device Blind assistance Attendance system Payments Installing Libraries:- OpenCV-Contrib: pip install…
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Snake Game Using Python
Snake Game using Python:- The single-player variant of Snake is a well-known and popular video game that requires a player to navigate a line-based representation of a snake through a two-dimensional playing area while avoiding collisions with the walls of the playing area and the body of the snake itself.…
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Hand Gesture Recognition
Hand Gesture Recognition:- Hand Gesture Recognition includes different components of visual actions such as the motion of hands, facial expression, and torso, to convey meaning. So far, in the field of gesture recognition, most previous works have focused on the manual component of gestures. A hand gesture recognition system provides…
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Traffic Sign Recognition
Traffic sign Recognition is the process of automatically recognizing traffic signs along the road, including speed limit signs, yield signs, merge signs, etc. Being able to automatically recognize traffic signs enables us to build “smarter cars”. Self-driving cars need TSR in order to properly parse and understand the roadway. Similarly,…
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Moving Object Detection
Moving Object Detection:- Moving object detection is a technique used in computer vision and image processing. Multiple consecutive frames from a video are compared by various methods to determine if any moving object is detected. MOD using Computer Vision In recent years, deep learning techniques have contributed hugely to the…