Ready to Learn Cutting Edge Computer Vision Skills?
Why Take This Course:
AI is gaining a lot of hype and Quickly becoming saturated, one way to stay ahead is to learn the art of designing impactful and complex AI applications. This skill will not help you create novel AI applications that you can show off to your future employer but will also come in handy if you’re looking to develop the next groundbreaking AI product.
Pre-requisites: The only hard skill you need to take this course, is python programming skills, although we will be using OpenCV, Mediapipe & Tensorflow libraries but it’s not an issue if you’re not familiar with them since we will guide you towards some great crash courses that we’ve published to quickly get you up to speed with these tools..
Computer Vision For Building Cutting Edge Applications
If you are passionate about Computer Vision, or AI and want to learn it but get bored during the process then this is the course you are looking for. Whether you’re a seasoned AI professional or someone just looking to start out in AI, this is the course that will teach you, how to Architect & Build complex, real world and thrilling AI applications.
Special offer! Enroll now and get a 30% discount!
What You’ll Learn?
- Creating GUI interfaces for python AI scripts.
- Creating .exe DL applications
- Using a Physics library in Python & integrating it with AI
- Advance Image Processing Skills
- Advance Gesture Recognition with Mediapipe
- Task Automation with AI & CV
- Training an SVM machine Learning Model.
- Creating & Cleaning an ML dataset from scratch.
- Training DL models & how to use CNN's & LSTMS.
- Creating 10 Advance AI/CV Applications
These are the five applications that you’ll learn to build in this version of the course
Adjusting Live Video Settings By Hand Controls
In this application, you will learn how to change the Brightness, Saturation, Contrast, and Gamma Correction of a video in real-time utilizing your hand gestures and create some very interesting effects.
This way you’ll never have to pause and adjust camera settings and you’ll automate the whole manual adjusting process. Watch the Full YouTube Demo.
Real-Time Style Transfer Painting Portrait
I’m not Art enthusiast, but I know the infamous Spanish painter, Pablo Picasso would have absolutely loved to use the application. This app uses Neural Style Transfer, Hand tracking & Gesture-based triggers, where you selectively turn the brush on and off, change filter styles, adjust brush size and paint the style all over the screen creating very cool interesting effects.
You will learn a full breakdown of how to achieve this and the theoretical intuition behind the techniques.Watch the Full YouTube Demo.
Real-Time Style Transfer Painting Portrait
I’m not Art enthusiast, but I know the infamous Spanish painter, Pablo Picasso would have absolutely loved to use the application. This app uses Neural Style Transfer, Hand tracking & Gesture-based triggers, where you selectively turn the brush on and off, change filter styles, adjust brush size and paint the style all over the screen creating very cool interesting effects.
You will learn a full breakdown of how to achieve this and the theoretical intuition behind the techniques.Watch the Full YouTube Demo.
AI Video Director for Automating Multi-Camera Setup
This application actually removes a Media person’s job. This app monitors which camera the speaker is looking at, and then actively records with that camera only and ignores the other ones, And as soon as the speaker looks at a different camera, then it automatically becomes the active one. It’s also setup in a way that you can add indefinite number of cameras using the same code. Furthermore this is not just a python application. You will actually learn how to use OBS Studio to actually use the OpenCV Stream and integrate it with popular video conferencing tools, like hangouts, Zoom etc.
So this is a real-world application that is very impactful. Imagine meeting your employer for a job interview using this application and explaining how it works and how you built it.Watch the Full YouTube Demo.
AI Executable GUI App
A client comes to you and wants a complete AI solution, not just a python app, what would you do. Well here I teach you how to combine a bunch of Deep learning models and create an executable (.exe) GUI application using PyQt. The app analyzes images or folders of images and produces nice looking stats and other information about the source. This is something that is tremendously useful, you’ll learn how to pack AI models to production.Watch the Full YouTube Demo.
AI Executable GUI App
A client comes to you and wants a complete AI solution, not just a python app, what would you do. Well here I teach you how to combine a bunch of Deep learning models and create an executable (.exe) GUI application using PyQt. The app analyzes images or folders of images and produces nice looking stats and other information about the source. This is something that is tremendously useful, you’ll learn how to pack AI models to production.Watch the Full YouTube Demo.
Exercise Monitoring System
Exercise and motion tracking and monitoring systems are emerging and account for a good market share in AI Apps. Do you want to learn how to dive into this area and use computer vision to create such apps.
Well, you’ll learn to do that here, I’ll show you how to use mediapipe’s pose detection system along with some heuristics to create a counter for push-ups, pull-ups, bicep curls and squats. You will all the details required to build a full fledge exercise monitoring system.Watch the Full YouTube Demo.
Here’s what people are saying about the course
If you enroll in the Advance version of the course, you’ll get full access to both the Basic version and also the Apps in the Advance version.
Emotion Recognition Based AR Filters
Merging two different AI techniques together in a way that they complement each other is a recipe for building stellar AI applications, and this is exactly what you’ll learn here. How to train an emotion recognition system to recognize faces and then create AI based filters and then merge the two together.
Notice how I’m segmenting myself using a selfie segmentation model and then cleverly merging it with a moving animation. Each filter consist of several videos and it’s very exciting how it all came together.
You will learn a full breakdown on how to create this and I’t will be really exciting when you come up with your own original filters and triggers.Watch the Full YouTube Demo.
Emotion Recognition Based AR Filters
Merging two different AI techniques together in a way that they complement each other is a recipe for building stellar AI applications, and this is exactly what you’ll learn here. How to train an emotion recognition system to recognize faces and then create AI based filters and then merge the two together.
Notice how I’m segmenting myself using a selfie segmentation model and then cleverly merging it with a moving animation. Each filter consist of several videos and it’s very exciting how it all came together.
You will learn a full breakdown on how to create this and I’t will be really exciting when you come up with your own original filters and triggers.Watch the Full YouTube Demo.
Full-Body Sign Language Recognition
In this application, you’ll actually build something that helps deaf people to communicate…, it’s a Sign language recognition application. But it’s not just a hand sign recognition model, it’s a lot more than that. The application takes into account the full-body movement of a person to aid in the recognition and works in Real-time. Now this is something pretty cool.
So to achieve this, you’ll be using a CNN landmark detector to extract body, hand, and face landmark points. Then you’ll use these landmarks to train a custom LSTM model. This combination of CNN+LSTM, will be the foundation of creating this whole application. After learning this, you’ll understand how to design Image + Sequence recognition-based systems, a very powerful skill.Watch the Full YouTube Demo.
Physics + Computer Vision
How about combining Physics with AI & Computer Vision. Here you’ll design an application where you will create structures with actual physical properties (mass, force, acceleration, and everything) by just writing in the air. All of this will be done in python, you’ll use python’s Pymunk (a physics library) and combine it with computer vision using OpenCV & Mediapipe.
This app just scratches the surface of what’s possible by bringing physics into AI. Imagine what you could build with your new skills after this.Watch the Full YouTube Demo.
Physics + Computer Vision
How about combining Physics with AI & Computer Vision. Here you’ll design an application where you will create structures with actual physical properties (mass, force, acceleration, and everything) by just writing in the air. All of this will be done in python, you’ll use python’s Pymunk (a physics library) and combine it with computer vision using OpenCV & Mediapipe.
This app just scratches the surface of what’s possible by bringing physics into AI. Imagine what you could build with your new skills after this.Watch the Full YouTube Demo.
Advanced Gesture Controlled Shape/Object Manipulation Application
How about creating an advance Virtual Object/shape manipulation application that allows you to use hand gestures to do a number of things.
In the second part of the application, I can draw in the air and change and adjust the HSV values of the drawings.
Here’s what I can do with my hands:
Drag and place shapes.
Resize them.
Rotate them
& change their positions.
Probably, Not as cool as tony stark’s gesture recognition AI but still, pretty close I say.Watch the Full YouTube Demo.
Live AI Controllable Face Makeup
How about a makeup tutorial, … not Cool?
Well, How about a makeup tutorial with AI that let’s you select any part of your face (lips, face or eyes) using hand tracking and then allows you to put virtual makeup on those parts that you can then adjust with your hand gestures.
I bet the makeup tutorial is starting to sound pretty interesting right? , well this is exactly what you’ll learn to build here and this not just a fun entertainment application, but it’s something that makeup brands will pay you for. Almost everything is being digitised these days. And there are already ecommerce based VR try on apps or VR makeup apps out there making money. With this app, you’ll be able to dive into the cosmetic industry using AI.Watch the Full YouTube Demo.
Live AI Controllable Face Makeup
How about a makeup tutorial, … not Cool?
Well, How about a makeup tutorial with AI that let’s you select any part of your face (lips, face or eyes) using hand tracking and then allows you to put virtual makeup on those parts that you can then adjust with your hand gestures.
I bet the makeup tutorial is starting to sound pretty interesting right? , well this is exactly what you’ll learn to build here and this not just a fun entertainment application, but it’s something that makeup brands will pay you for. Almost everything is being digitised these days. And there are already ecommerce based VR try on apps or VR makeup apps out there making money. With this app, you’ll be able to dive into the cosmetic industry using AI.Watch the Full YouTube Demo.
Here’s what people are saying about the course
I don’t just give you source code for the tutorials but all the tutorials come with well-designed, neatly architected, heavily documented & beautiful Jupyter Notebooks. These notebooks have tremendous value on their own.
Step by Step process to Becoming a Pro at AI
All applications are broken down into neat and digestible snippets. I explain each concept and intuition in a detailed manner. The number of things that you’re going to learn in a very short time will no doubt take your AI skills to a new level. After finishing the course you’ll be able to comfortable use the knowledge to create complex Real Life unique AI projects & Applications. Who knows maybe you’ll finally build the next billion-dollar AI app.
Ready to take your Skills to Next Level?
BASIC VERSION
(5 Applications & Others)- App 1: Adjusting Live Video Settings By Hand Controls
- App 2: Real-Time Style Transfer Painting Portrait
- App 3: AI Video Director for Automating Multi-Camera Setup
- App 4: AI Executable GUI App
- App 5: Exercise Monitoring System
- Graded Quizzes
- Q/A Forums
- Certificate of Completion
- Jupyter Notebooks
- Productionizing AI Models with GUI & .exe format
- Advance Gesture & Body Recognition.
- AI Automation
ADVANCE VERSION
(All 10 Applications & More)- Everything in Basic
- App 6: Emotion Recognition Based AR Filters
- App 7: Full-Body Sign Language Recognition
- App 8: Physics + Computer Vision
- App 9: Advanced Gesture Controlled Shape/Object Manipulation Application
- App 10: Live AI Controllable Face Makeup
- Advance Image Processing
- Working with Physics in Python
- Training Custom Machine Learning & Deep Learning Models
14-Days
If you are still not sure whether you need this course or not, then I will recommend that you check out my website Bleed AI & YouTube channel to see if you like my teaching style, you will then be able to see for yourself whether my courses are worth it or not.
Don’t wait! Look at what past students have to say about this course
Frequently Asked Questions
Yes, you’ll get immediate access to all the lectures and modules
in the course. Since, evertything has been completed and published.
How about Lifetime Access, sounds good? So yeah all students will get a lifetime access to all materials in the course and will get Any Future Upgrades to this course Free of Cost.
The Only thing you need for this course is basic python programming experience. It’s also useful if you watch my Mediapipe 101 | An Ultimate Guide playlist on Bleed AI YouTube channel. You can also get familiar with OpenCV basics by going over our OpenCV Crash Course. That is all you will need to prepare for this course.
• OpenCV
• Mediapipe
• TensorFlow
• Sklearn
• Pymunk
• Kivy
• Numpy
• & Others
Taha Anwar
Course Director & Instructor
I’m a Computer Vision Engineer, an Applied Scientist, Entrepreneur, and a Mensan. In the past few years alone I have taught Computer Vision courses in Universities, delivered Seminars in events like Pycon, Google Developer Groups, etc, and various other prominent universities. Opensourced a number of computer vision applications and also published a convenience library in Vision on PyPI. Published a number of interesting High-Quality blog posts in Vision here at Bleed AI and some at LearnOpenCV.com. Published a State of the Art course in Computer Vision in Urdu/Hindi language which is unparalleled by any university course in vision. I have also worked with the Official OpenCV.org team for a few years.
Hi there, I’m Rizwan Naeem, an enthusiastic Computer Vision developer and researcher. In the past few years, I have been working under the supervision of Taha Anwar, and have developed several Computer Vision and Machine Learning industrial and academic projects. I have also published multiple Premium-Quality Blog Posts and Advanced Courses for Bleed AI and have also worked for the Official OpenCV.org team.
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