YOLO+
The Most Comprehensive YOLO Object Detection Course
From YOLOv3,v4,v5,R,X,v7,v8,NAS...and beyond!
ENROLL
YOLO is the most Popular Object Detection Architecture.
The problem is that a new version of
YOLO
can be released at any time!
The next version can be released in the next:
Year, month...
week?
Introducing YOLO+
Introducing
YOLO-NAS + v8
YOLO+
Get all Current & Future YOLO Courses
Stay Relevant with YOLO+
We've got your back when the next version of YOLO gets released! Upon release, we will begin lecture production to ensure that you are able to implement the latest version of YOLO, train, convert, optimize and deploy models for accelerated hardware. On top of that, you will be able to build applications to solve real-world problems with the latest YOLO!
Curriculum
YOLOv3 Object Detection Course
Module 1 Quickest Way to Run YOLOv3
Module 2 Data Collection,
Module 3 Annotation and Management
Module 4 Training & Optimized
Module 5 Workflow Model
Module 6 Deployment
Module 7 Post-Processing
Module 8 Model Fine-Tuning
Module 9 Maintenence.
YOLOv4 DarkNet, Training + PyQt App Development
Module 1 Setting up YOLOv4
Module 2 Real-Time Inference
- Social Distancing Project
- Mask Detection Project
- DeepSORT Object Tracking
Module 3 Training YOLOv4
- Data Annotation and Tools
- Data Augmentation with Rotational Transform
- Pre-Training Configuration
- Fine-Tuning the Model
- How to analyze your model performance
- Active learning for faster automated annotation
- Multi-GPU Training
Module 4 PyQt App Development
- PyQt Crash Course
- Integrating YOLOv4 with PyQt
- Social Distancing + Mask Detection GUI with PyQt
YOLOv5 Chess Piece Detection Project
Module 1 YOLOv5 Detection Strategy
Module 2 Dataset Collection
Module 3 Data Augmentation
Module 4 Exporting the Dataset in YOLO Format
Module 5 Training YOLOv5 AutoML
Module 6 Training Host Web API
Module 7 Custom YOLOv5 Deployment
YOLOX Computer Vision Dashboard
Module 1 YOLOX Intro + Basics
Module 2 YOLOX Inference
Module 3 YOLOX Training
Module 4 YOLOX + Tracking
Module 5 4-YOLOX Projects
Module 6 YOLOX Full-Stack Computer Vision Dashboard:
- Section 1 - Dashboard Fundamentals
- Section 2 - User Interface (UI) Planning
- Section 3 - HTML Elements
- Section 4 - Graphs, Charts & UI Widget
- Section 5 - Bootstrap Dash
- Section 6 - Layout Design & Styling
- Section 7 - Computer Vision Integration
- Section 8 - Dash Enhancement
- Section 9 - Deploy AI Web-app Solution
- Section 10 - Moving Forward with Dashboards
Module 7 Modern UI Dashboard Design New
YOLOR Detection, Tracking & Build 18 Apps
Module 1 YOLOR Intro + Theory
Module 2 YOLOR Inference
Module 3 YOLOR Training
Module 4 YOLOR + Deep Tracking
Module 5 YOLOR StreamLit UI
Module 6-7 YOLOR App Development
- Project 1 - License Plate Detection
- Project 2 - Lane Detection
- Project 3 - Car Counting on Lane
- Project 4 - Car Trajectory
- Project 5 - Car velocity Calculation
- Project 6 - Traffic Counter
- Project 7 - Open Parking Space Detection
- Project 8 - Mask Detection
- Project 9 - Measure Object Size
- Project 10 - Drowsiness Detection
- Project 11 - Black-Jack Card Counting
- Project 12 - Apple CenterStage
- Project 13 - Text Detection & OCR
- Project 14 - Push-up Counter
- Project 15 - Hardhat Detection
- Project 16 - Intrusion Detection
- Project 17 - Weed Detection
- Project 18 - NumberPlate Recognition
YOLOv7 Full Stack Object Detection Course
Module 1 YOLOv7 Intro + Theory
Module 2 Training Custom YOLOv7
Module 3 YOLOv7 + Tracking
Module 4 Flask Integration
Module 5 Model Conversion
- ONNX,
- PyTorch,
- TensorRT,
- DeepSparse,
- CoreML
Module 6 YOLOv7 Apps
- App 1 - Security with Dashboard
- App 2 - Mining Safety Check
- App 3 - Retail Heat Maps
- App 4 - Agriculture Count Fruit
- App 5 - Traffic, Vehicle Counting, Tracking, and Speed Calculation
- App 6 - License Plate Recognition with Dashboard - Easy OCR
- App 7 - Gaming Aimbot with YOLOv7
- App 8 - Whiteboard Drawings to Web page generation using YOLOv7.
- App 9 - Heart Rate Measurement
Module 7 Pose Estimation
Module 8 Object Segmentation
Module 1YOLO-NAS + v8 Introduction
Module 2
Training Custom YOLO-NAS + v8
Module 3
Object tracking on YOLO-NAS + v8
Module 4
Model Conversion
Module 5
Flask Integration
Module 6
YOLO-NAS + v8 Flask App
- Retail Heatmaps
- Mining Safety Check
- Plastic Waste Detection
- Smoke Detection
- GS-CO Gaming Aimbot
Module 7
Mobile Development Using Kivy
- Introduction to Mobile Development
- Setting up Kivy Application
- Setting up a Dashboard
- Integrating YOLO-NAS + v8 with Kivy
- Conversion to TFlite
- Widgets and Buttons in Kivy
- Deployment and Testing
- Building and distributing the app
- Updating the UI/UX and wireframes for the App
Module 8
Mobile Apps
- Document Scanner
- Sign-language Recognition
- People Counting over Time
- Bar Graph Widget Visualization
Module 9
Object Segmentation
- Introduction to Object Segmentation
- Setting up the Object Segmentation model
- Data Collection, Annotation, & Health Checker
- Data Pre-processing and Augmentation
- Training on GPU and deployment
- Crack detection and measuring the pixel size
- YOLO-NAS + SAM Segmentation
Projects
Pose Estimation
Full-Stack Apps
Social Distancing
Aim-Bot
Apples Center-Stage
Text Detection & OCR
Push Up Counter
Hard Hat Detection
Card Counting
Car Trajectory
Web-Page Generation
Fruit/Plant Detection
Mask Detection
Parking Space
Drowsy Detection
Chess Piece Detection
Plates Recognition
Lane Detection
Intrusion Detection
Car Velocity
Bonus
U-Net Object Segmentation
Course
Become a U-Net Object Segmentation Specialist in just 4 Weeks.
- Introduction - U-Net Architecture Implementation
- Training - U-Net Data processing and augmentation
- Inference - Data loading, prediction, and evaluation.
- Advanced Topics - ResNet50, MobileNet V2, CBAM.
- Apps - Brain Tumor, Polyp, Road pothole segmentation
Project Files
100 Hours+ Content
Beginner Friendly
Certificate
Certification
Once you complete the course, you will graduate with an Official Certificate embedded with a unique ID that you can share on LinkedIn.
Your Instructor
Ritesh Kanjee
-
112k+ Subscribers YouTube
-
71k Students Augmented Startups
-
M(Eng.) Electronic University of Joburg
-
31k Followers LinkedIn
Pricing
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DAYS
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HOURS
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YOLO+
$147
🔥Per Year🔥
YOLOv3 Course [$99]
YOLOv4 Course [$199]
YOLOv5 Project [$99]
YOLOR PRO + Apps [$379]
YOLOX PRO + Dashboard [$299]
YOLOv7 PRO Full-Stack [$379]
YOLOv8 [$497]
YOLO-NAS [$599]
U-Net Object Segmentation Course
15 Roboflow Training Credits
YEARLY ACCESS to all YOLO Courses
Technical Support via Chat
ACCESS Anywhere, Anytime on the Web or through the Kajabi app (iOS & Android)
WhatsApp, Discord & Facebook Community
Certificate of Completion
[Normal Price $2550]
$12.2 per month, paid annually