WeiquanWa/Practical-Computer-Vision-In-Python

Practical Computer Vision In Python

Computer vision projects that covers most of the computer vision applications and tasks.

This will be a series of computer vision projects that will cover most of the computer vision tasks and applications as dissced in this article Computer Vision Tasks and Applications.

1. Content Recognition

1.1. Image Classification Projects

• Multiclass Image Classifcation Project

1.2. Object Identification Projects

1.3. Object Detection and Localization Projects

• Detecting Car Plates Number using Python [Code | Article ]

1.4. Object and Instance Segmentation Projects

1.5. Pose Estimation Projects

2. Video Analysis

2.1. Object Tracking Projects

• Tracking Object in Videos Using Particle Filters [Code | Article]

2.2. Action Recognition Projects

2.3. Motion Estimation Projects

3. Content-aware Image Editing Projects

4. Scene Reconstruction Projects

5. Generative Adversial Networks

• Build and Deploy a GAN Streamlit App on Heroku